Comparando K-N-N e SVMs para classificação de animais a partir do HOG

Guilherme Stoppa Caulada

Abstract

This project analyses how the algorithm k-nearest neighbors, also called knn, performs when compared to support vector machines (SVM) when classifying animals using the histogram of oriented gradients generated from their images. The histogram of oriented gradients, or HOG, is a feature descriptor, comonly utilized in visual computing for the purpose of object detection.

Resumo

Esse projeto analisa como o algoritmo k-vizinhos mais proximos, também chamado de knn, performa quando comparado com maquinas de vetores de suporte (SVM) para a classificação de animais utilizando o histograma de gradientes orientados gerado por suas imagens. O histograma de gradientes orientados, ou HOG, descreve caracteristicas da imagem, e é comumente utilizado em computação visual para detecção de objetos.

Palavras-chave: classificação, scikit, knn, svm, imagens

Introdução

A classificação de imagens é um problema de aprendizegem de maquina supervisionado, definimos um grupo de objetos, ou no caso animais, a serem reconhecidos em imagens, e treinamos um modelo para identifica-los de acordo com a classificação das imagens que foram utilizado durante o treinamento. O algoritmo k-vizinhos mais proximos, ou knn, é um dos algoritmos mais simples utilizados para classificação e um dos algoritmos de aprendizagem de maquina mais utilizados, este projeto busca comparar a performance desse algoritmo com a performance de algoritmos que utilizam maquinas de vetores de suporte, ou svm, quando utilizados em conjunto com o histograma de gradientes orientados para a classificação de imagens.

Referencial Teórico

O algoritmo k-vizinhos mais proximos é um dos algoritmos de aprendizagem de maquina mais utilizados em diversas areas, ele pode ser utilizado para problemas de classificação e regressão. Esse algoritmo utiliza os proprios dados para determinar a estrutura do modelo. Todos os dados de treino sao utilizados na fase de teste, isso requer mais tempo e memoria. Esse algoritmo seleciona K elementos com valores mais proximos do elemento alvo sendo analisado e o classifica de acordo com a classificação da maioria de seus "vizinhos".

Uma maquina de vetores de suporte é um tipo de algoritmo de classificação que define um hiperplano em um plano multidimensional que separa os elementos de categorias diferentes, em um espaço bi-dimensional esse hiperplano é representado por uma linha. Podemos utilizar dois métodos na execução deste algoritmo, um deles, o mais demorado, tenta encontrar a divisão perfeita dos dados com varios hiperplanos separando diferentes pontos dos dados, e outra maneira mais rapida, seria encontrar um plano aproximado que represente todos estes planos, possuindo uma certa tolerancia a erros. SGDs são SVMs que utilizam o método do gradiente para a criação de seus hiperplanos, o método da gradiente é método numérico utilizado em optimização que encontra um ponto minimo de uma função a partir de um esquema iterativo, onde em cada passo se toma uma direção contraria a do gradiente, este algoritmo pode ser rapidamente treinado e possui resultados aproximados aos que seriam obtidos utilizando uma maquina de vetores de suporte mais estrita como a SVC.

O histograma de gradientes orientados é utilizado para descrever certas caracteristicas acentuadas de uma imagem, ele simplifica o problema extraindo as informações mais importantes da imagem, ignorando o resto. Para a tarefa de classificação os pontos mais importantes da imagem estão em seus contornos, o HOG é utilizado para extrair informações sobre as bordas e contornos na imagem aondem encontramos uma mudança de intensidade abrupta. Para calcular o HOG, a imagem é dividida em blocos, por exemplo de 8 por 8 pixels, para cada um desses blocos é calculada a magnitude do gradiente em uma certa direção analisando os pixels presente no bloco, cada pixel possui um gradiente em uma certa direção e magnitude, a combinação linear de todos estes gradientes define o gradiente linear do bloco. Após criarmos o histograma é necessario normalizar seus valores, para isso devemos dividir todos os valores do histograma pela raiz da soma dos quadrados de seus valores originais, esses novos valores gerados a partir dessa divisão representam o histograma normalizado. Histogramas de gradientes orientados são classicamente utilizados em conjunto com SVMs para resolver problemas de reconhecimento de objetos.

Proposta de Pesquisa

Este projeto analisa e compara a performance de algoritmos de classificação quando utilizados em conjunto com o histograma de gradientes orientados para o reconhecimento de animais em imagens buscando gerar maior conhecimento sobre estas técnicas de computação visual, aprendizagem de maquina e reconhecimento de imagens.

Metodologia

Este projeto utiliza imagens de animais adquiridas no link https://www.kaggle.com/alessiocorrado99/animals10. As imagens pertencem a 10 categorias que representam em ingles os animais: cachorro, gato, cavalo, aranha, borboleta, galinha, ovelha, vaca, esquilo e elefante. Estas imagens foram processadas em um Dataframe da biblioteca pandas com 28266 registros e 4 variaveis, ID, LABEL, FILE, e IMG, sem a existencia de qualquer valor ausente. No Dataframe encontramos uma media de 2826.6 imagens em cada grupo, e uma mediana de 2251.5 imagens em cada grupo, o grupo spider (aranha) apresenta a maior quantidade de imagens.

Abaixo apresentamos uma analise descritiva do Dataframe:

Analise descritiva

Fonte dos dados:

Kaggle: https://www.kaggle.com/alessiocorrado99/animals10

Caracteristicas gerais:

  • Numero de registros: 28266

  • Quantidade de variaveis: 4

  • Dicionario de dados:

    • ID: Id da imagem
    • LABEL: Categoria da imagem
    • FILE: Nome do arquivo da imagem
    • IMG: Imagem em RGB
  • Quantidade de valores ausentes por variavel:

    • ID: N/A
    • LABEL: N/A
    • FILE: N/A
    • IMG: N/A

Analise descritiva das variaveis:

  • Dominio:
    • ID: [1 - 28266]
    • LABEL: [dog, cat, horse, spider, butterfly, chicken, sheep, cow, squirrel, elephant]
  • Medidas de tendencia:
    • Media: 2826.6 (media da quantidade de imagens em cada grupo)
    • Mediana: 2251.5 (mediana da quantidade de imagens em cada grupo)
    • Moda: 'spider' (grupo com maior quantidade de imagens)
  • Medidas de dispercao:
    • Desvio Padrao: 1231.845 (desvio padrao da quantidade de imagens em cada grupo)

1. Bibliotecas

Para completar o projeto foram utilizadas diversas bibliotecas para manipulação de dados, aprendizagem de maquina, multi-processamento e formatação.

As mais importantes:

  • numpy - utilizada para a manipulação de vetores
  • pandas - utilizada para a criação e manipulação de Dataframes
  • sklearn - utilizadas para aprendizagem de maquina
  • skimage e cv2 - utilizadas para a manipulação de imagens
  • multiprocessing - utilizada na paralelização do código
  • mayplotlib - utilizada para desenhar graficos
In [1]:
# Libraries for data manipulation
import os
import time
import numpy as np
import pandas as pd
from scipy import stats

# Libraries for machine learning
from sklearn import tree
from skimage.io import imread
from skimage.feature import hog
from sklearn import preprocessing
from skimage.transform import rescale, resize
from sklearn.model_selection import train_test_split
from sklearn.model_selection import cross_val_predict
from sklearn.base import BaseEstimator, TransformerMixin
from sklearn.model_selection import RandomizedSearchCV
from sklearn.neighbors import KNeighborsClassifier
from sklearn.model_selection import GridSearchCV
from sklearn.preprocessing import StandardScaler
from sklearn.linear_model import SGDClassifier
from sklearn.metrics import confusion_matrix
from sklearn.pipeline import Pipeline
from sklearn import svm
import skimage
import cv2

# Libraries for multi-processing
import multiprocessing as mp

# Libraries for display formatting
import pydotplus
from graphviz import Source
import matplotlib.pyplot as plt
from mpl_toolkits.axes_grid1 import make_axes_locatable
from IPython.display import clear_output, display
import warnings; warnings.simplefilter('ignore')
%matplotlib inline
In [2]:
%%javascript
IPython.OutputArea.prototype._should_scroll = function(lines) {
    return false;
}

Os marcadores %matplotlib e %%javascript definem apenas opções de visualização de output do jupyter-notebook.

2. Funções

Com o inicio da analise logo percebemos que seria inviavel realizar este processo sequencialmente durante o desenrolar do projeto, então foram definidas funções que seriam executadas paralelamente e funções que poderiam ser executadas sequancialmente.

Para aumentar ainda mais a velocidade do processo de análise de imagens e pré-processamento de dados, assim como a velocidade do treinamento do algoritmo de aprendizado, foi adquirida uma máquina virtual na Google Cloud com 32 cores e 120 Gb de memória RAM.

2.1. Funções paralelas

Utilizamos a função load_image para carregar as imagens, a função load_hog para gerar o histograma de gradientes orientados da imagem e a função make_square para reajustar todas as imagens para um mesmo tamanho sem que haja deformação. Todas essas funções seram chamadas paralelamente com o decorrer do projeto, utilizando uma pool de processos do mesmo tamanho que a quantidade de cores da máquina.

In [3]:
def load_image(i,dir,img):
        return [i,dir,img,imread("animals/{}/{}".format(dir,img))]
    
def load_hog(img,opt):
    return hog(img,orientations=opt['orientations'],
          pixels_per_cell=opt['pixels_per_cell'],
          cells_per_block=opt['cells_per_block'],
          visualise=opt['visualise'],
          block_norm=opt['block_norm'])
    
def make_square(im, size):
    border_v = 0
    border_h = 0
    if 1 >= (im.shape[0]/im.shape[1]):
        border_v = int(((im.shape[1])-im.shape[0])/2)
    else:
        border_h = int(((im.shape[0])-im.shape[1])/2)
    img = cv2.copyMakeBorder(im, border_v, border_v, border_h, border_h, cv2.BORDER_CONSTANT, 0)
    img = cv2.resize(img, (size, size))
    return img

pool = mp.Pool(processes=mp.cpu_count())

2.2. Funções comuns

Utilizamos a função load_images para construir o Dataframe a partir das imagens carregadas paralelamente pela função load_image. As funções plot_bar e plot_confusion_matrix são utilizadas em conjunto para construir um grafico da matriz de confusão.

In [4]:
def load_images():
    labels = np.array(os.listdir("animals"))
    results = []
    images = []
    meta = []
    
    i = 0
    for dir in labels:
        a = 0
        files = os.listdir("animals/"+dir)
        for img in files:
            if isinstance(img,str):
                i = i + 1
                a = a + 1
                results = results + [pool.apply_async(load_image, [i,dir,img])]
        meta = meta + [[dir, a]]
    
    images = [r.get() for r in results]
    return labels, pd.DataFrame(images, columns=['ID','LABEL','FILE','IMG']), pd.DataFrame(meta, columns=['LABEL','AMOUNT'])

def plot_bar(y, loc='left', relative=True):
    width = 0.35
    if loc == 'left':
        n = -0.5
    elif loc == 'right':
        n = 0.5

    # calculate counts per type and sort, to ensure their order
    unique, counts = np.unique(y, return_counts=True)
    sorted_index = np.argsort(unique)
    unique = unique[sorted_index]

    if relative:
        # plot as a percentage
        counts = 100*counts[sorted_index]/len(y)
        ylabel_text = '% count'
    else:
        # plot counts
        counts = counts[sorted_index]
        ylabel_text = 'count'

    xtemp = np.arange(len(unique))

    plt.bar(xtemp + n*width, counts, align='center', alpha=.7, width=width)
    plt.xticks(xtemp, unique)
    plt.xlabel('animal type')
    plt.ylabel(ylabel_text)
    
def plot_confusion_matrix(cmx, vmax1=None, vmax2=None, vmax3=None):
    cmx_norm = 100*cmx / cmx.sum(axis=1, keepdims=True)
    cmx_zero_diag = cmx_norm.copy()

    np.fill_diagonal(cmx_zero_diag, 0)

    fig, ax = plt.subplots(ncols=3)
    fig.set_size_inches(12, 3)
    [a.set_xticks(range(10)) for a in ax]
    [a.set_yticks(range(10)) for a in ax]

    im1 = ax[0].imshow(cmx, vmax=vmax1)
    ax[0].set_title('as is')
    im2 = ax[1].imshow(cmx_norm, vmax=vmax2)
    ax[1].set_title('%')
    im3 = ax[2].imshow(cmx_zero_diag, vmax=vmax3)
    ax[2].set_title('% and 0 diagonal')

    fig.colorbar(im1, ax=ax[0])
    fig.colorbar(im2, ax=ax[1])
    fig.colorbar(im3, ax=ax[2])
    fig.tight_layout()

3. Carregamento de imagens

Após carregarmos as imagens exibimos alguns dados que descrevem a quantidade de animais em cada grupo.

In [5]:
labels, imgs, meta = load_images()
print(meta)
       LABEL  AMOUNT
0     spider    5133
1      sheep    1942
2   elephant    1483
3        dog    4908
4   squirrel    2013
5        cow    2039
6      horse    2672
7        cat    1941
8    chicken    3671
9  butterfly    2464

4. Medidas de tendencia central

A partir destes valores extraimos algumas informações sobre os dados, como a média (mean) e médiana (median) da quantidade de imagens, qual grupo possui a maior quantidade de imagens (modal), e qual o desvio padrão da quantidade de imagens em cada grupo (STD).

In [6]:
amounts = meta.AMOUNT.values
imgs_labels = imgs.LABEL.values
print('Mean: '+str(np.mean(amounts))+'    Median:'+str(np.median(amounts))+'    Modal:'+str(stats.mode(imgs_labels, axis=None).mode)+'    STD:'+str(np.std(amounts)))
Mean: 2826.6    Median:2251.5    Modal:['spider']    STD:1231.8450551916014

5. Pré-processamento

Para processar essas imagens em dados descritivos que possam ser utilizados na categorização das imagens precisamos passar a imagem por diferentes processos.

5.1. Visualização

Primeiramente exibimos uma imagem de cada grupo para visualizar os dados que serão processados.

In [7]:
fig, axes = plt.subplots(1, len(labels))
fig.set_size_inches(15,4)
fig.tight_layout()

# make a plot for every label (equipment) type. The index method returns the 
# index of the first item corresponding to its search string, label in this case
for ax, label in zip(axes, labels):
    ax.imshow(imgs[imgs.LABEL == label].iloc[-1].IMG)
    ax.axis('off')
    ax.set_title(label)

5.2. Treino e teste

Em seguida dividimos nosso Dataframe em imagens para teste e imagens para treino, possuindo aproximadamente a mesma porcentagem de animais em cada grupo.

In [8]:
X = np.array(imgs.IMG.values)
y = np.array(imgs.LABEL.values)
X_train, X_test, y_train, y_test = train_test_split(
    X,
    y,
    test_size=0.2,
    shuffle=True,
    random_state=42,
)
In [9]:
plt.suptitle('relative amount of photos per type')
plot_bar(y_train, loc='left')
plot_bar(y_test, loc='right')
plt.legend([
    'train ({0} photos)'.format(len(y_train)),
    'test ({0} photos)'.format(len(y_test))
]);

5.3. Histograma de Gradientes (HOG)

Uma forma classica de se reconhecer objetos é adquirindo-se o histograma de gradientes da imagem. Para calcular um HOG uma imagem é dividida em blocos, para cada bloco é calculado uma magnitude para o gradiente em um dado numero de direções. Consiguimos representar o HOG de uma imagem com uma outra imagem.

Nesta parte do projeto geramos o HOG de uma imagem para verificar os passos necessarios para adquirir essa infromação e exibimos a representação do HOG em formato de imagem para facilitar a visualização e entendimento destes dados.

In [10]:
dog = imgs[imgs.LABEL == 'dog'].iloc[-1].IMG
# calculate the hog and return a visual representation.
dog_hog, dog_hog_img = hog(
    skimage.color.rgb2gray(dog), pixels_per_cell=(14, 14),
    cells_per_block=(3,3),
    orientations=9,
    visualise=True,
    block_norm='L2-Hys')

fig, ax = plt.subplots(1,2)
fig.set_size_inches(8,6)
# remove ticks and their labels
[a.tick_params(bottom=False, left=False, labelbottom=False, labelleft=False)
    for a in ax]

print('number of pixels: ', dog.shape[0] * dog.shape[1])
print('number of hog features: ', dog_hog.shape[0])

ax[0].imshow(dog, cmap='gray')
ax[0].set_title('dog')
ax[1].imshow(dog_hog_img, cmap='gray')
ax[1].set_title('hog')
plt.show()
number of pixels:  67500
number of hog features:  21546

5.4. Transformadores

Ao gerar HOG da primeira imagem foi identificado que seria necessario primeiramente converter todas as imagens para tons de cinza e garantir que todos as dimensoes são iguais, para em seguida consiguimos gerar o HOG. Isso é necessario para que todas as imagens possuam a mesma quantidade de caracteristicas atribuidas a elas.

Como precisamos fazer isso para todas as imagens, foram criados "Transformadores" que realizam essas operações para todos os elementos de uma lista.

In [12]:
class RGB2GrayTransformer(BaseEstimator, TransformerMixin):
    """
    Convert an array of RGB images to grayscale
    """

    def __init__(self):
        pass

    def fit(self, X, y=None):
        """returns itself"""
        return self

    def transform(self, X, y=None):
        results = []
        for img in X:
            results = results + [pool.apply_async(skimage.color.rgb2gray, [img])]     
            
        rr = []
        for r in results:
            rr = rr + [r.get()]
        
        return np.array(rr)

class SquareTransformer(BaseEstimator, TransformerMixin):
    """
    Convert an array of grayscale images to same size square
    """

    def __init__(self, size=256, y=None):
        self.y = y
        self.size = size

    def fit(self, X, y=None):
        """returns itself"""
        return self

    def transform(self, X, y=None):
        results = []
        for img in X:
            results = results + [pool.apply_async(make_square, [img, self.size])]     
            
        rr = []
        for r in results:
            rr = rr + [r.get()]
        
        return np.array(rr)

class HogTransformer(BaseEstimator, TransformerMixin):
    """
    Expects an array of 2d arrays (1 channel images)
    Calculates hog features for each img
    """

    def __init__(self, y=None, orientations=9,
                 pixels_per_cell=(14, 14),
                 cells_per_block=(3, 3), visualise=False, block_norm='L2-Hys'):
        self.y = y
        self.orientations = orientations
        self.pixels_per_cell = pixels_per_cell
        self.cells_per_block = cells_per_block
        self.visualise = visualise
        self.block_norm = block_norm

    def fit(self, X, y=None):
        return self

    def transform(self, X, y=None):
        results = []
        for img in X:
            results = results + [pool.apply_async(load_hog, [img,{
                       'orientations':self.orientations,
                       'pixels_per_cell':self.pixels_per_cell,
                       'cells_per_block':self.cells_per_block,
                       'visualise':self.visualise,
                       'block_norm':self.block_norm}])]        
        rr = []
        for r in results:
            rr = rr + [r.get()]
        
        return np.array(rr)

5.5. Preparo

Preparamos os dados de treino e teste para serem processados pelas funções de classificação utilizando os transformadores.

In [13]:
grayify = RGB2GrayTransformer()
squarify = SquareTransformer()
hogify = HogTransformer(
    pixels_per_cell=(14, 14),
    cells_per_block=(3,3),
    orientations=9,
    block_norm='L2-Hys'
)
scalify = StandardScaler()
In [14]:
X_train_gray = grayify.fit_transform(X_train)
print(X_train_gray.shape)
(22612,)
In [15]:
X_train_square = squarify.fit_transform(X_train_gray)
print(X_train_square.shape)
(22612, 256, 256)
In [16]:
X_train_hog = hogify.fit_transform(X_train_square)
print(X_train_hog.shape)
(22612, 20736)
In [17]:
X_train_prepared = scalify.fit_transform(X_train_hog)
print(X_train_prepared.shape)
(22612, 20736)
In [18]:
X_test_gray = grayify.fit_transform(X_test)
print(X_test_gray.shape)
(5654,)
In [19]:
X_test_square = squarify.fit_transform(X_test_gray)
print(X_test_square.shape)
(5654, 256, 256)
In [20]:
X_test_hog = hogify.transform(X_test_square)
print(X_test_hog.shape)
(5654, 20736)
In [21]:
X_test_prepared = scalify.transform(X_test_hog)
print(X_test_prepared.shape)
(5654, 20736)

Note que no final possuimos tanto para as imagens de treino quanto para as imagens de teste 20736 variaveis de cada imagem.

6. Arvore de Decisão

Criamos uma arvore de decisão entretanto há grande dificuldade de se extrair qualquer informação da arvore, causada pela quantidade de elementos presentes na arvore gerada a partir da categorização envolvendo 20736 variaveis. O tamanho da arvore tambem torna inviavel exibi-la neste projeto.

In [29]:
clf = tree.DecisionTreeClassifier()
clf = clf.fit(X_test_prepared, y_test)
In [46]:
dot_data = tree.export_graphviz(clf, out_file=None,class_names=labels,filled=True, rounded=True, special_characters=True)

pydot_graph = pydotplus.graph_from_dot_data(dot_data)
pydot_graph.set_size('"10,10!"')
In [47]:
Source(pydot_graph.to_string())
Out[47]:
Tree 0 X 18149 ≤ -0.414 gini = 0.882 samples = 5654 value = [482, 396, 700, 400, 1002, 321, 537, 373, 1014, 429] class = chicken 1 X 19173 ≤ -0.006 gini = 0.855 samples = 2475 value = [329, 231, 235, 84, 534, 69, 183, 91, 553, 166] class = chicken 0->1 True 1306 X 3159 ≤ -0.24 gini = 0.888 samples = 3179 value = [153, 165, 465, 316, 468, 252, 354, 282, 461, 263] class = squirrel 0->1306 False 2 X 14890 ≤ -1.046 gini = 0.848 samples = 1519 value = [276, 162, 107, 55, 237, 49, 86, 58, 393, 96] class = chicken 1->2 801 X 14600 ≤ 0.736 gini = 0.831 samples = 956 value = [53, 69, 128, 29, 297, 20, 97, 33, 160, 70] class = squirrel 1->801 3 X 3866 ≤ -0.518 gini = 0.74 samples = 332 value = [99, 13, 14, 11, 29, 6, 9, 13, 131, 7] class = chicken 2->3 150 X 6963 ≤ 0.196 gini = 0.862 samples = 1187 value = [177, 149, 93, 44, 208, 43, 77, 45, 262, 89] class = chicken 2->150 4 X 13504 ≤ -0.163 gini = 0.703 samples = 218 value = [40, 11, 10, 8, 21, 3, 4, 8, 108, 5] class = chicken 3->4 97 X 9788 ≤ -0.868 gini = 0.679 samples = 114 value = [59, 2, 4, 3, 8, 3, 5, 5, 23, 2] class = spider 3->97 5 X 6968 ≤ -0.431 gini = 0.56 samples = 157 value = [26, 2, 5, 5, 10, 1, 3, 2, 100, 3] class = chicken 4->5 58 X 5671 ≤ -0.784 gini = 0.855 samples = 61 value = [14, 9, 5, 3, 11, 2, 1, 6, 8, 2] class = spider 4->58 6 X 8315 ≤ -1.146 gini = 0.37 samples = 113 value = [16, 1, 1, 1, 6, 0, 0, 0, 88, 0] class = chicken 5->6 31 X 16883 ≤ -0.255 gini = 0.837 samples = 44 value = [10, 1, 4, 4, 4, 1, 3, 2, 12, 3] class = chicken 5->31 7 X 15032 ≤ -1.159 gini = 0.444 samples = 15 value = [10, 0, 0, 0, 0, 0, 0, 0, 5, 0] class = spider 6->7 12 X 9467 ≤ 2.39 gini = 0.275 samples = 98 value = [6, 1, 1, 1, 6, 0, 0, 0, 83, 0] class = chicken 6->12 8 X 10089 ≤ -1.201 gini = 0.278 samples = 6 value = [1, 0, 0, 0, 0, 0, 0, 0, 5, 0] class = chicken 7->8 11 gini = 0.0 samples = 9 value = [9, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 7->11 9 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 8->9 10 gini = 0.0 samples = 5 value = [0, 0, 0, 0, 0, 0, 0, 0, 5, 0] class = chicken 8->10 13 X 11906 ≤ 0.719 gini = 0.215 samples = 94 value = [6, 1, 1, 1, 2, 0, 0, 0, 83, 0] class = chicken 12->13 30 gini = 0.0 samples = 4 value = [0, 0, 0, 0, 4, 0, 0, 0, 0, 0] class = squirrel 12->30 14 X 2180 ≤ 2.597 gini = 0.131 samples = 88 value = [2, 1, 1, 1, 1, 0, 0, 0, 82, 0] class = chicken 13->14 25 X 258 ≤ -0.313 gini = 0.5 samples = 6 value = [4, 0, 0, 0, 1, 0, 0, 0, 1, 0] class = spider 13->25 15 X 13335 ≤ 3.509 gini = 0.069 samples = 85 value = [0, 0, 1, 1, 1, 0, 0, 0, 82, 0] class = chicken 14->15 22 X 16571 ≤ -0.188 gini = 0.444 samples = 3 value = [2, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 14->22 16 X 15125 ≤ 1.904 gini = 0.024 samples = 83 value = [0, 0, 0, 0, 1, 0, 0, 0, 82, 0] class = chicken 15->16 19 X 5309 ≤ -1.016 gini = 0.5 samples = 2 value = [0, 0, 1, 1, 0, 0, 0, 0, 0, 0] class = elephant 15->19 17 gini = 0.0 samples = 82 value = [0, 0, 0, 0, 0, 0, 0, 0, 82, 0] class = chicken 16->17 18 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 16->18 20 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 19->20 21 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 19->21 23 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 22->23 24 gini = 0.0 samples = 2 value = [2, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 22->24 26 gini = 0.0 samples = 4 value = [4, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 25->26 27 X 3182 ≤ 0.018 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 1, 0, 0, 0, 1, 0] class = squirrel 25->27 28 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 27->28 29 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 27->29 32 X 6411 ≤ -0.762 gini = 0.843 samples = 33 value = [10, 1, 4, 3, 4, 1, 3, 1, 3, 3] class = spider 31->32 53 X 19493 ≤ 0.36 gini = 0.314 samples = 11 value = [0, 0, 0, 1, 0, 0, 0, 1, 9, 0] class = chicken 31->53 33 X 7771 ≤ 0.487 gini = 0.872 samples = 24 value = [2, 1, 4, 3, 4, 0, 3, 1, 3, 3] class = elephant 32->33 50 X 16369 ≤ -1.342 gini = 0.198 samples = 9 value = [8, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = spider 32->50 34 X 13571 ≤ -1.262 gini = 0.842 samples = 19 value = [2, 0, 0, 3, 4, 0, 3, 1, 3, 3] class = squirrel 33->34 47 X 13779 ≤ -1.229 gini = 0.32 samples = 5 value = [0, 1, 4, 0, 0, 0, 0, 0, 0, 0] class = elephant 33->47 35 gini = 0.0 samples = 4 value = [0, 0, 0, 0, 4, 0, 0, 0, 0, 0] class = squirrel 34->35 36 X 12616 ≤ -1.353 gini = 0.818 samples = 15 value = [2, 0, 0, 3, 0, 0, 3, 1, 3, 3] class = dog 34->36 37 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 3, 0, 0, 0] class = horse 36->37 38 X 6221 ≤ 0.63 gini = 0.778 samples = 12 value = [2, 0, 0, 3, 0, 0, 0, 1, 3, 3] class = dog 36->38 39 X 16222 ≤ 0.155 gini = 0.716 samples = 9 value = [2, 0, 0, 3, 0, 0, 0, 1, 3, 0] class = dog 38->39 46 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 3] class = butterfly 38->46 40 X 17891 ≤ -0.828 gini = 0.611 samples = 6 value = [2, 0, 0, 3, 0, 0, 0, 1, 0, 0] class = dog 39->40 45 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 0, 3, 0] class = chicken 39->45 41 X 14896 ≤ -0.669 gini = 0.444 samples = 3 value = [2, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = spider 40->41 44 gini = 0.0 samples = 3 value = [0, 0, 0, 3, 0, 0, 0, 0, 0, 0] class = dog 40->44 42 gini = 0.0 samples = 2 value = [2, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 41->42 43 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 41->43 48 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 47->48 49 gini = 0.0 samples = 4 value = [0, 0, 4, 0, 0, 0, 0, 0, 0, 0] class = elephant 47->49 51 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 50->51 52 gini = 0.0 samples = 8 value = [8, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 50->52 54 gini = 0.0 samples = 9 value = [0, 0, 0, 0, 0, 0, 0, 0, 9, 0] class = chicken 53->54 55 X 14450 ≤ -1.073 gini = 0.5 samples = 2 value = [0, 0, 0, 1, 0, 0, 0, 1, 0, 0] class = dog 53->55 56 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 55->56 57 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 55->57 59 X 6081 ≤ -0.997 gini = 0.828 samples = 37 value = [1, 2, 5, 3, 11, 1, 1, 6, 6, 1] class = squirrel 58->59 86 X 11161 ≤ 0.031 gini = 0.611 samples = 24 value = [13, 7, 0, 0, 0, 1, 0, 0, 2, 1] class = spider 58->86 60 X 5261 ≤ 0.22 gini = 0.805 samples = 32 value = [1, 2, 5, 3, 11, 1, 1, 6, 1, 1] class = squirrel 59->60 85 gini = 0.0 samples = 5 value = [0, 0, 0, 0, 0, 0, 0, 0, 5, 0] class = chicken 59->85 61 X 16038 ≤ -1.013 gini = 0.67 samples = 20 value = [1, 2, 1, 1, 11, 1, 1, 0, 1, 1] class = squirrel 60->61 80 X 11432 ≤ -0.164 gini = 0.611 samples = 12 value = [0, 0, 4, 2, 0, 0, 0, 6, 0, 0] class = cat 60->80 62 X 13960 ≤ -1.002 gini = 0.857 samples = 7 value = [0, 1, 1, 1, 0, 1, 1, 0, 1, 1] class = sheep 61->62 75 X 3723 ≤ -0.499 gini = 0.272 samples = 13 value = [1, 1, 0, 0, 11, 0, 0, 0, 0, 0] class = squirrel 61->75 63 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 62->63 64 X 7739 ≤ -0.976 gini = 0.833 samples = 6 value = [0, 1, 0, 1, 0, 1, 1, 0, 1, 1] class = sheep 62->64 65 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 64->65 66 X 10606 ≤ -0.721 gini = 0.8 samples = 5 value = [0, 1, 0, 0, 0, 1, 1, 0, 1, 1] class = sheep 64->66 67 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 66->67 68 X 6982 ≤ -1.185 gini = 0.75 samples = 4 value = [0, 1, 0, 0, 0, 1, 1, 0, 1, 0] class = sheep 66->68 69 X 8642 ≤ 0.576 gini = 0.5 samples = 2 value = [0, 1, 0, 0, 0, 0, 0, 0, 1, 0] class = sheep 68->69 72 X 11281 ≤ -0.523 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 0, 1, 1, 0, 0, 0] class = cow 68->72 70 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 69->70 71 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 69->71 73 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 72->73 74 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 72->74 76 gini = 0.0 samples = 11 value = [0, 0, 0, 0, 11, 0, 0, 0, 0, 0] class = squirrel 75->76 77 X 7411 ≤ -0.562 gini = 0.5 samples = 2 value = [1, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 75->77 78 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 77->78 79 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 77->79 81 X 10676 ≤ -0.577 gini = 0.444 samples = 6 value = [0, 0, 4, 2, 0, 0, 0, 0, 0, 0] class = elephant 80->81 84 gini = 0.0 samples = 6 value = [0, 0, 0, 0, 0, 0, 0, 6, 0, 0] class = cat 80->84 82 gini = 0.0 samples = 2 value = [0, 0, 0, 2, 0, 0, 0, 0, 0, 0] class = dog 81->82 83 gini = 0.0 samples = 4 value = [0, 0, 4, 0, 0, 0, 0, 0, 0, 0] class = elephant 81->83 87 X 20041 ≤ 0.888 gini = 0.133 samples = 14 value = [13, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 86->87 90 X 807 ≤ -0.494 gini = 0.58 samples = 10 value = [0, 6, 0, 0, 0, 1, 0, 0, 2, 1] class = sheep 86->90 88 gini = 0.0 samples = 13 value = [13, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 87->88 89 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 87->89 91 gini = 0.0 samples = 6 value = [0, 6, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 90->91 92 X 14755 ≤ -0.628 gini = 0.625 samples = 4 value = [0, 0, 0, 0, 0, 1, 0, 0, 2, 1] class = chicken 90->92 93 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 2, 0] class = chicken 92->93 94 X 9046 ≤ 0.059 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 1] class = cow 92->94 95 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 94->95 96 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 94->96 98 X 4125 ≤ 1.643 gini = 0.216 samples = 34 value = [30, 0, 0, 1, 1, 0, 2, 0, 0, 0] class = spider 97->98 105 X 6861 ≤ -0.896 gini = 0.767 samples = 80 value = [29, 2, 4, 2, 7, 3, 3, 5, 23, 2] class = spider 97->105 99 gini = 0.0 samples = 30 value = [30, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 98->99 100 X 3001 ≤ -0.726 gini = 0.625 samples = 4 value = [0, 0, 0, 1, 1, 0, 2, 0, 0, 0] class = horse 98->100 101 X 8468 ≤ -0.728 gini = 0.5 samples = 2 value = [0, 0, 0, 1, 1, 0, 0, 0, 0, 0] class = dog 100->101 104 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 2, 0, 0, 0] class = horse 100->104 102 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 101->102 103 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 101->103 106 X 14410 ≤ -0.109 gini = 0.51 samples = 19 value = [1, 1, 1, 0, 1, 2, 0, 0, 13, 0] class = chicken 105->106 117 X 8674 ≤ -0.756 gini = 0.739 samples = 61 value = [28, 1, 3, 2, 6, 1, 3, 5, 10, 2] class = spider 105->117 107 gini = 0.0 samples = 13 value = [0, 0, 0, 0, 0, 0, 0, 0, 13, 0] class = chicken 106->107 108 X 17868 ≤ -0.485 gini = 0.778 samples = 6 value = [1, 1, 1, 0, 1, 2, 0, 0, 0, 0] class = cow 106->108 109 X 18448 ≤ -0.328 gini = 0.75 samples = 4 value = [1, 1, 1, 0, 1, 0, 0, 0, 0, 0] class = spider 108->109 116 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 2, 0, 0, 0, 0] class = cow 108->116 110 X 17659 ≤ 0.46 gini = 0.5 samples = 2 value = [0, 1, 0, 0, 1, 0, 0, 0, 0, 0] class = sheep 109->110 113 X 16588 ≤ -1.135 gini = 0.5 samples = 2 value = [1, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = spider 109->113 111 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 110->111 112 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 110->112 114 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 113->114 115 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 113->115 118 X 10180 ≤ -1.071 gini = 0.238 samples = 23 value = [20, 0, 1, 0, 0, 0, 0, 0, 1, 1] class = spider 117->118 125 X 12090 ≤ 1.109 gini = 0.843 samples = 38 value = [8, 1, 2, 2, 6, 1, 3, 5, 9, 1] class = chicken 117->125 119 X 19427 ≤ -0.044 gini = 0.667 samples = 3 value = [0, 0, 1, 0, 0, 0, 0, 0, 1, 1] class = elephant 118->119 124 gini = 0.0 samples = 20 value = [20, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 118->124 120 X 7837 ≤ 0.453 gini = 0.5 samples = 2 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 1] class = elephant 119->120 123 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 119->123 121 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 120->121 122 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 120->122 126 X 8309 ≤ 0.411 gini = 0.85 samples = 32 value = [8, 1, 2, 2, 6, 1, 3, 5, 3, 1] class = spider 125->126 149 gini = 0.0 samples = 6 value = [0, 0, 0, 0, 0, 0, 0, 0, 6, 0] class = chicken 125->149 127 X 7753 ≤ 0.019 gini = 0.847 samples = 24 value = [1, 1, 1, 2, 6, 1, 3, 5, 3, 1] class = squirrel 126->127 146 X 8900 ≤ 2.542 gini = 0.219 samples = 8 value = [7, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = spider 126->146 128 X 10854 ≤ 0.271 gini = 0.809 samples = 15 value = [1, 1, 1, 2, 0, 1, 3, 5, 0, 1] class = cat 127->128 143 X 18261 ≤ -0.447 gini = 0.444 samples = 9 value = [0, 0, 0, 0, 6, 0, 0, 0, 3, 0] class = squirrel 127->143 129 X 7874 ≤ -0.912 gini = 0.79 samples = 9 value = [1, 1, 1, 2, 0, 1, 3, 0, 0, 0] class = horse 128->129 140 X 5860 ≤ 0.294 gini = 0.278 samples = 6 value = [0, 0, 0, 0, 0, 0, 0, 5, 0, 1] class = cat 128->140 130 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 3, 0, 0, 0] class = horse 129->130 131 X 4654 ≤ -0.775 gini = 0.778 samples = 6 value = [1, 1, 1, 2, 0, 1, 0, 0, 0, 0] class = dog 129->131 132 gini = 0.0 samples = 2 value = [0, 0, 0, 2, 0, 0, 0, 0, 0, 0] class = dog 131->132 133 X 18234 ≤ -0.646 gini = 0.75 samples = 4 value = [1, 1, 1, 0, 0, 1, 0, 0, 0, 0] class = spider 131->133 134 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 133->134 135 X 4732 ≤ 0.05 gini = 0.667 samples = 3 value = [1, 1, 0, 0, 0, 1, 0, 0, 0, 0] class = spider 133->135 136 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 135->136 137 X 16202 ≤ 1.8 gini = 0.5 samples = 2 value = [1, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 135->137 138 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 137->138 139 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 137->139 141 gini = 0.0 samples = 5 value = [0, 0, 0, 0, 0, 0, 0, 5, 0, 0] class = cat 140->141 142 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 140->142 144 gini = 0.0 samples = 6 value = [0, 0, 0, 0, 6, 0, 0, 0, 0, 0] class = squirrel 143->144 145 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 0, 3, 0] class = chicken 143->145 147 gini = 0.0 samples = 7 value = [7, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 146->147 148 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 146->148 151 X 4443 ≤ 1.904 gini = 0.873 samples = 762 value = [107, 94, 60, 33, 162, 37, 59, 37, 115, 58] class = squirrel 150->151 582 X 12406 ≤ 0.37 gini = 0.81 samples = 425 value = [70, 55, 33, 11, 46, 6, 18, 8, 147, 31] class = chicken 150->582 152 X 17635 ≤ 2.234 gini = 0.872 samples = 713 value = [84, 92, 55, 33, 160, 37, 53, 37, 106, 56] class = squirrel 151->152 557 X 15647 ≤ -0.867 gini = 0.716 samples = 49 value = [23, 2, 5, 0, 2, 0, 6, 0, 9, 2] class = spider 151->557 153 X 14574 ≤ 1.489 gini = 0.872 samples = 679 value = [79, 92, 55, 32, 157, 37, 49, 37, 87, 54] class = squirrel 152->153 542 X 9851 ≤ -0.876 gini = 0.64 samples = 34 value = [5, 0, 0, 1, 3, 0, 4, 0, 19, 2] class = chicken 152->542 154 X 15136 ≤ 2.004 gini = 0.869 samples = 590 value = [68, 60, 53, 29, 148, 34, 46, 37, 72, 43] class = squirrel 153->154 493 X 10550 ≤ 0.412 gini = 0.798 samples = 89 value = [11, 32, 2, 3, 9, 3, 3, 0, 15, 11] class = sheep 153->493 155 X 12152 ≤ 0.355 gini = 0.878 samples = 553 value = [64, 56, 53, 28, 124, 34, 45, 37, 69, 43] class = squirrel 154->155 482 X 8407 ≤ 1.963 gini = 0.548 samples = 37 value = [4, 4, 0, 1, 24, 0, 1, 0, 3, 0] class = squirrel 154->482 156 X 2893 ≤ -0.911 gini = 0.861 samples = 379 value = [32, 39, 36, 22, 106, 21, 37, 26, 35, 25] class = squirrel 155->156 383 X 14096 ≤ 2.169 gini = 0.875 samples = 174 value = [32, 17, 17, 6, 18, 13, 8, 11, 34, 18] class = chicken 155->383 157 X 15451 ≤ 0.703 gini = 0.837 samples = 71 value = [14, 19, 10, 1, 10, 5, 3, 2, 3, 4] class = sheep 156->157 198 X 16452 ≤ -0.113 gini = 0.847 samples = 308 value = [18, 20, 26, 21, 96, 16, 34, 24, 32, 21] class = squirrel 156->198 158 X 8466 ≤ -1.164 gini = 0.848 samples = 57 value = [14, 8, 10, 1, 9, 5, 2, 2, 3, 3] class = spider 157->158 191 X 5987 ≤ -0.621 gini = 0.367 samples = 14 value = [0, 11, 0, 0, 1, 0, 1, 0, 0, 1] class = sheep 157->191 159 gini = 0.0 samples = 8 value = [8, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 158->159 160 X 6687 ≤ 2.464 gini = 0.861 samples = 49 value = [6, 8, 10, 1, 9, 5, 2, 2, 3, 3] class = elephant 158->160 161 X 8509 ≤ 0.807 gini = 0.861 samples = 42 value = [6, 7, 10, 1, 3, 5, 2, 2, 3, 3] class = elephant 160->161 188 X 17572 ≤ 0.308 gini = 0.245 samples = 7 value = [0, 1, 0, 0, 6, 0, 0, 0, 0, 0] class = squirrel 160->188 162 X 9578 ≤ 0.801 gini = 0.875 samples = 36 value = [6, 7, 4, 1, 3, 5, 2, 2, 3, 3] class = sheep 161->162 187 gini = 0.0 samples = 6 value = [0, 0, 6, 0, 0, 0, 0, 0, 0, 0] class = elephant 161->187 163 X 14919 ≤ 0.058 gini = 0.855 samples = 28 value = [0, 7, 2, 1, 3, 5, 2, 2, 3, 3] class = sheep 162->163 184 X 8391 ≤ -0.348 gini = 0.375 samples = 8 value = [6, 0, 2, 0, 0, 0, 0, 0, 0, 0] class = spider 162->184 164 X 6125 ≤ 0.465 gini = 0.864 samples = 22 value = [0, 1, 2, 1, 3, 5, 2, 2, 3, 3] class = cow 163->164 183 gini = 0.0 samples = 6 value = [0, 6, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 163->183 165 X 11929 ≤ -1.178 gini = 0.87 samples = 18 value = [0, 1, 2, 1, 3, 1, 2, 2, 3, 3] class = squirrel 164->165 182 gini = 0.0 samples = 4 value = [0, 0, 0, 0, 0, 4, 0, 0, 0, 0] class = cow 164->182 166 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 0, 3, 0] class = chicken 165->166 167 X 16373 ≤ 0.695 gini = 0.853 samples = 15 value = [0, 1, 2, 1, 3, 1, 2, 2, 0, 3] class = squirrel 165->167 168 X 16349 ≤ -0.183 gini = 0.833 samples = 12 value = [0, 1, 2, 1, 0, 1, 2, 2, 0, 3] class = butterfly 167->168 181 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 3, 0, 0, 0, 0, 0] class = squirrel 167->181 169 X 16232 ≤ 1.227 gini = 0.815 samples = 9 value = [0, 1, 2, 1, 0, 1, 2, 2, 0, 0] class = elephant 168->169 180 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 3] class = butterfly 168->180 170 X 13733 ≤ 0.511 gini = 0.776 samples = 7 value = [0, 1, 0, 1, 0, 1, 2, 2, 0, 0] class = horse 169->170 179 gini = 0.0 samples = 2 value = [0, 0, 2, 0, 0, 0, 0, 0, 0, 0] class = elephant 169->179 171 X 11606 ≤ -0.702 gini = 0.72 samples = 5 value = [0, 1, 0, 1, 0, 1, 0, 2, 0, 0] class = cat 170->171 178 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 2, 0, 0, 0] class = horse 170->178 172 X 7186 ≤ 0.766 gini = 0.667 samples = 3 value = [0, 1, 0, 1, 0, 1, 0, 0, 0, 0] class = sheep 171->172 177 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 2, 0, 0] class = cat 171->177 173 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 172->173 174 X 6119 ≤ -0.475 gini = 0.5 samples = 2 value = [0, 1, 0, 0, 0, 1, 0, 0, 0, 0] class = sheep 172->174 175 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 174->175 176 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 174->176 185 gini = 0.0 samples = 2 value = [0, 0, 2, 0, 0, 0, 0, 0, 0, 0] class = elephant 184->185 186 gini = 0.0 samples = 6 value = [6, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 184->186 189 gini = 0.0 samples = 6 value = [0, 0, 0, 0, 6, 0, 0, 0, 0, 0] class = squirrel 188->189 190 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 188->190 192 X 12006 ≤ -0.238 gini = 0.667 samples = 3 value = [0, 0, 0, 0, 1, 0, 1, 0, 0, 1] class = squirrel 191->192 197 gini = 0.0 samples = 11 value = [0, 11, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 191->197 193 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 192->193 194 X 4982 ≤ -0.352 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 1] class = horse 192->194 195 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 194->195 196 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 194->196 199 X 10175 ≤ -0.345 gini = 0.761 samples = 164 value = [8, 9, 16, 7, 73, 6, 19, 8, 13, 5] class = squirrel 198->199 290 X 3409 ≤ -0.226 gini = 0.892 samples = 144 value = [10, 11, 10, 14, 23, 10, 15, 16, 19, 16] class = squirrel 198->290 200 X 7346 ≤ 1.137 gini = 0.58 samples = 82 value = [3, 3, 6, 5, 52, 1, 3, 3, 2, 4] class = squirrel 199->200 241 X 13558 ≤ -0.868 gini = 0.846 samples = 82 value = [5, 6, 10, 2, 21, 5, 16, 5, 11, 1] class = squirrel 199->241 201 X 8410 ≤ 0.751 gini = 0.455 samples = 70 value = [2, 2, 5, 5, 51, 0, 3, 1, 0, 1] class = squirrel 200->201 226 X 16189 ≤ 0.237 gini = 0.847 samples = 12 value = [1, 1, 1, 0, 1, 1, 0, 2, 2, 3] class = butterfly 200->226 202 X 18826 ≤ 1.72 gini = 0.326 samples = 60 value = [2, 1, 3, 0, 49, 0, 3, 1, 0, 1] class = squirrel 201->202 219 X 13883 ≤ -0.521 gini = 0.66 samples = 10 value = [0, 1, 2, 5, 2, 0, 0, 0, 0, 0] class = dog 201->219 203 X 12339 ≤ -1.26 gini = 0.23 samples = 56 value = [0, 1, 2, 0, 49, 0, 3, 0, 0, 1] class = squirrel 202->203 214 X 9687 ≤ -0.319 gini = 0.625 samples = 4 value = [2, 0, 1, 0, 0, 0, 0, 1, 0, 0] class = spider 202->214 204 X 15827 ≤ -0.415 gini = 0.444 samples = 3 value = [0, 0, 0, 0, 0, 0, 2, 0, 0, 1] class = horse 203->204 207 X 9595 ≤ 2.233 gini = 0.143 samples = 53 value = [0, 1, 2, 0, 49, 0, 1, 0, 0, 0] class = squirrel 203->207 205 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 204->205 206 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 2, 0, 0, 0] class = horse 204->206 208 X 17030 ≤ 2.535 gini = 0.076 samples = 51 value = [0, 1, 0, 0, 49, 0, 1, 0, 0, 0] class = squirrel 207->208 213 gini = 0.0 samples = 2 value = [0, 0, 2, 0, 0, 0, 0, 0, 0, 0] class = elephant 207->213 209 gini = 0.0 samples = 49 value = [0, 0, 0, 0, 49, 0, 0, 0, 0, 0] class = squirrel 208->209 210 X 12872 ≤ -0.712 gini = 0.5 samples = 2 value = [0, 1, 0, 0, 0, 0, 1, 0, 0, 0] class = sheep 208->210 211 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 210->211 212 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 210->212 215 X 14191 ≤ 1.277 gini = 0.5 samples = 2 value = [0, 0, 1, 0, 0, 0, 0, 1, 0, 0] class = elephant 214->215 218 gini = 0.0 samples = 2 value = [2, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 214->218 216 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 215->216 217 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 215->217 220 gini = 0.0 samples = 5 value = [0, 0, 0, 5, 0, 0, 0, 0, 0, 0] class = dog 219->220 221 X 4964 ≤ -0.449 gini = 0.64 samples = 5 value = [0, 1, 2, 0, 2, 0, 0, 0, 0, 0] class = elephant 219->221 222 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 2, 0, 0, 0, 0, 0] class = squirrel 221->222 223 X 10560 ≤ 1.521 gini = 0.444 samples = 3 value = [0, 1, 2, 0, 0, 0, 0, 0, 0, 0] class = elephant 221->223 224 gini = 0.0 samples = 2 value = [0, 0, 2, 0, 0, 0, 0, 0, 0, 0] class = elephant 223->224 225 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 223->225 227 X 14634 ≤ -0.181 gini = 0.84 samples = 9 value = [1, 1, 1, 0, 1, 1, 0, 2, 2, 0] class = cat 226->227 240 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 3] class = butterfly 226->240 228 X 14412 ≤ 0.837 gini = 0.816 samples = 7 value = [1, 1, 1, 0, 1, 1, 0, 2, 0, 0] class = cat 227->228 239 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 2, 0] class = chicken 227->239 229 X 4446 ≤ -0.927 gini = 0.8 samples = 5 value = [1, 1, 1, 0, 1, 1, 0, 0, 0, 0] class = spider 228->229 238 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 2, 0, 0] class = cat 228->238 230 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 229->230 231 X 16776 ≤ -1.028 gini = 0.75 samples = 4 value = [1, 1, 0, 0, 1, 1, 0, 0, 0, 0] class = spider 229->231 232 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 231->232 233 X 17329 ≤ -0.14 gini = 0.667 samples = 3 value = [0, 1, 0, 0, 1, 1, 0, 0, 0, 0] class = sheep 231->233 234 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 233->234 235 X 8679 ≤ -0.067 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 1, 1, 0, 0, 0, 0] class = squirrel 233->235 236 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 235->236 237 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 235->237 242 X 4599 ≤ -0.495 gini = 0.26 samples = 13 value = [0, 2, 0, 0, 0, 0, 11, 0, 0, 0] class = horse 241->242 245 X 15287 ≤ 0.34 gini = 0.836 samples = 69 value = [5, 4, 10, 2, 21, 5, 5, 5, 11, 1] class = squirrel 241->245 243 gini = 0.0 samples = 2 value = [0, 2, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 242->243 244 gini = 0.0 samples = 11 value = [0, 0, 0, 0, 0, 0, 11, 0, 0, 0] class = horse 242->244 246 X 10742 ≤ 0.589 gini = 0.717 samples = 41 value = [2, 1, 2, 0, 20, 4, 3, 4, 5, 0] class = squirrel 245->246 267 X 5563 ≤ 0.15 gini = 0.834 samples = 28 value = [3, 3, 8, 2, 1, 1, 2, 1, 6, 1] class = elephant 245->267 247 X 3700 ≤ 0.149 gini = 0.602 samples = 33 value = [2, 1, 2, 0, 20, 4, 2, 2, 0, 0] class = squirrel 246->247 262 X 8147 ≤ -0.336 gini = 0.531 samples = 8 value = [0, 0, 0, 0, 0, 0, 1, 2, 5, 0] class = chicken 246->262 248 X 12983 ≤ -0.813 gini = 0.346 samples = 25 value = [0, 0, 2, 0, 20, 1, 2, 0, 0, 0] class = squirrel 247->248 255 X 15879 ≤ 1.505 gini = 0.719 samples = 8 value = [2, 1, 0, 0, 0, 3, 0, 2, 0, 0] class = cow 247->255 249 X 18054 ≤ -0.679 gini = 0.5 samples = 4 value = [0, 0, 2, 0, 0, 0, 2, 0, 0, 0] class = elephant 248->249 252 X 4397 ≤ 1.161 gini = 0.091 samples = 21 value = [0, 0, 0, 0, 20, 1, 0, 0, 0, 0] class = squirrel 248->252 250 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 2, 0, 0, 0] class = horse 249->250 251 gini = 0.0 samples = 2 value = [0, 0, 2, 0, 0, 0, 0, 0, 0, 0] class = elephant 249->251 253 gini = 0.0 samples = 20 value = [0, 0, 0, 0, 20, 0, 0, 0, 0, 0] class = squirrel 252->253 254 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 252->254 256 X 4230 ≤ -0.308 gini = 0.64 samples = 5 value = [2, 1, 0, 0, 0, 0, 0, 2, 0, 0] class = spider 255->256 261 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 3, 0, 0, 0, 0] class = cow 255->261 257 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 2, 0, 0] class = cat 256->257 258 X 1444 ≤ 0.712 gini = 0.444 samples = 3 value = [2, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 256->258 259 gini = 0.0 samples = 2 value = [2, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 258->259 260 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 258->260 263 X 10518 ≤ -0.781 gini = 0.444 samples = 3 value = [0, 0, 0, 0, 0, 0, 1, 2, 0, 0] class = cat 262->263 266 gini = 0.0 samples = 5 value = [0, 0, 0, 0, 0, 0, 0, 0, 5, 0] class = chicken 262->266 264 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 263->264 265 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 2, 0, 0] class = cat 263->265 268 X 14265 ≤ -0.777 gini = 0.803 samples = 17 value = [3, 2, 0, 1, 1, 1, 2, 0, 6, 1] class = chicken 267->268 283 X 8661 ≤ 0.754 gini = 0.446 samples = 11 value = [0, 1, 8, 1, 0, 0, 0, 1, 0, 0] class = elephant 267->283 269 X 14876 ≤ 1.19 gini = 0.245 samples = 7 value = [0, 0, 0, 0, 0, 1, 0, 0, 6, 0] class = chicken 268->269 272 X 4678 ≤ -0.456 gini = 0.8 samples = 10 value = [3, 2, 0, 1, 1, 0, 2, 0, 0, 1] class = spider 268->272 270 gini = 0.0 samples = 6 value = [0, 0, 0, 0, 0, 0, 0, 0, 6, 0] class = chicken 269->270 271 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 269->271 273 gini = 0.0 samples = 3 value = [3, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 272->273 274 X 11017 ≤ -0.015 gini = 0.776 samples = 7 value = [0, 2, 0, 1, 1, 0, 2, 0, 0, 1] class = sheep 272->274 275 X 15754 ≤ -0.302 gini = 0.72 samples = 5 value = [0, 0, 0, 1, 1, 0, 2, 0, 0, 1] class = horse 274->275 282 gini = 0.0 samples = 2 value = [0, 2, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 274->282 276 X 4354 ≤ -0.43 gini = 0.667 samples = 3 value = [0, 0, 0, 1, 1, 0, 0, 0, 0, 1] class = dog 275->276 281 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 2, 0, 0, 0] class = horse 275->281 277 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 276->277 278 X 5053 ≤ 0.729 gini = 0.5 samples = 2 value = [0, 0, 0, 1, 1, 0, 0, 0, 0, 0] class = dog 276->278 279 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 278->279 280 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 278->280 284 gini = 0.0 samples = 8 value = [0, 0, 8, 0, 0, 0, 0, 0, 0, 0] class = elephant 283->284 285 X 9075 ≤ -0.217 gini = 0.667 samples = 3 value = [0, 1, 0, 1, 0, 0, 0, 1, 0, 0] class = sheep 283->285 286 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 285->286 287 X 16384 ≤ 1.326 gini = 0.5 samples = 2 value = [0, 1, 0, 1, 0, 0, 0, 0, 0, 0] class = sheep 285->287 288 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 287->288 289 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 287->289 291 X 15091 ≤ 2.005 gini = 0.884 samples = 107 value = [9, 9, 8, 12, 18, 8, 14, 13, 2, 14] class = squirrel 290->291 356 X 13411 ≤ -0.625 gini = 0.748 samples = 37 value = [1, 2, 2, 2, 5, 2, 1, 3, 17, 2] class = chicken 290->356 292 X 10377 ≤ -0.875 gini = 0.883 samples = 101 value = [9, 9, 8, 12, 18, 8, 8, 13, 2, 14] class = squirrel 291->292 355 gini = 0.0 samples = 6 value = [0, 0, 0, 0, 0, 0, 6, 0, 0, 0] class = horse 291->355 293 X 17937 ≤ -1.067 gini = 0.542 samples = 12 value = [7, 0, 0, 1, 0, 0, 0, 0, 0, 4] class = spider 292->293 298 X 11368 ≤ 1.31 gini = 0.874 samples = 89 value = [2, 9, 8, 11, 18, 8, 8, 13, 2, 10] class = squirrel 292->298 294 X 12995 ≤ -0.28 gini = 0.32 samples = 5 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 4] class = butterfly 293->294 297 gini = 0.0 samples = 7 value = [7, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 293->297 295 gini = 0.0 samples = 4 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 4] class = butterfly 294->295 296 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 294->296 299 X 14019 ≤ -1.084 gini = 0.881 samples = 79 value = [1, 9, 8, 11, 10, 8, 8, 12, 2, 10] class = cat 298->299 350 X 7899 ≤ 1.063 gini = 0.34 samples = 10 value = [1, 0, 0, 0, 8, 0, 0, 1, 0, 0] class = squirrel 298->350 300 X 7782 ≤ 1.053 gini = 0.245 samples = 7 value = [0, 0, 0, 6, 0, 0, 0, 0, 0, 1] class = dog 299->300 303 X 9234 ≤ 1.562 gini = 0.879 samples = 72 value = [1, 9, 8, 5, 10, 8, 8, 12, 2, 9] class = cat 299->303 301 gini = 0.0 samples = 6 value = [0, 0, 0, 6, 0, 0, 0, 0, 0, 0] class = dog 300->301 302 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 300->302 304 X 9328 ≤ -0.021 gini = 0.872 samples = 67 value = [1, 9, 8, 5, 10, 3, 8, 12, 2, 9] class = cat 303->304 349 gini = 0.0 samples = 5 value = [0, 0, 0, 0, 0, 5, 0, 0, 0, 0] class = cow 303->349 305 X 15502 ≤ -0.834 gini = 0.829 samples = 36 value = [1, 7, 4, 4, 7, 3, 0, 1, 0, 9] class = butterfly 304->305 328 X 7270 ≤ -0.763 gini = 0.772 samples = 31 value = [0, 2, 4, 1, 3, 0, 8, 11, 2, 0] class = cat 304->328 306 gini = 0.0 samples = 7 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 7] class = butterfly 305->306 307 X 13276 ≤ 0.624 gini = 0.828 samples = 29 value = [1, 7, 4, 4, 7, 3, 0, 1, 0, 2] class = sheep 305->307 308 X 11332 ≤ 0.131 gini = 0.81 samples = 22 value = [1, 1, 4, 4, 7, 2, 0, 1, 0, 2] class = squirrel 307->308 325 X 8954 ≤ -0.339 gini = 0.245 samples = 7 value = [0, 6, 0, 0, 0, 1, 0, 0, 0, 0] class = sheep 307->325 309 X 15889 ≤ 0.792 gini = 0.736 samples = 12 value = [1, 0, 4, 4, 0, 2, 0, 0, 0, 1] class = elephant 308->309 318 X 3152 ≤ -0.907 gini = 0.48 samples = 10 value = [0, 1, 0, 0, 7, 0, 0, 1, 0, 1] class = squirrel 308->318 310 X 14268 ≤ 0.277 gini = 0.656 samples = 8 value = [1, 0, 4, 0, 0, 2, 0, 0, 0, 1] class = elephant 309->310 317 gini = 0.0 samples = 4 value = [0, 0, 0, 4, 0, 0, 0, 0, 0, 0] class = dog 309->317 311 gini = 0.0 samples = 4 value = [0, 0, 4, 0, 0, 0, 0, 0, 0, 0] class = elephant 310->311 312 X 6110 ≤ -0.841 gini = 0.625 samples = 4 value = [1, 0, 0, 0, 0, 2, 0, 0, 0, 1] class = cow 310->312 313 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 2, 0, 0, 0, 0] class = cow 312->313 314 X 2375 ≤ 0.441 gini = 0.5 samples = 2 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = spider 312->314 315 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 314->315 316 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 314->316 319 X 18250 ≤ -0.446 gini = 0.667 samples = 3 value = [0, 1, 0, 0, 0, 0, 0, 1, 0, 1] class = sheep 318->319 324 gini = 0.0 samples = 7 value = [0, 0, 0, 0, 7, 0, 0, 0, 0, 0] class = squirrel 318->324 320 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 319->320 321 X 5192 ≤ 0.567 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 1] class = cat 319->321 322 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 321->322 323 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 321->323 326 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 325->326 327 gini = 0.0 samples = 6 value = [0, 6, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 325->327 329 X 15959 ≤ -0.847 gini = 0.219 samples = 8 value = [0, 0, 1, 0, 0, 0, 7, 0, 0, 0] class = horse 328->329 332 X 3882 ≤ 0.109 gini = 0.718 samples = 23 value = [0, 2, 3, 1, 3, 0, 1, 11, 2, 0] class = cat 328->332 330 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 329->330 331 gini = 0.0 samples = 7 value = [0, 0, 0, 0, 0, 0, 7, 0, 0, 0] class = horse 329->331 333 X 4801 ≤ 1.709 gini = 0.165 samples = 11 value = [0, 1, 0, 0, 0, 0, 0, 10, 0, 0] class = cat 332->333 336 X 16967 ≤ 0.218 gini = 0.819 samples = 12 value = [0, 1, 3, 1, 3, 0, 1, 1, 2, 0] class = elephant 332->336 334 gini = 0.0 samples = 10 value = [0, 0, 0, 0, 0, 0, 0, 10, 0, 0] class = cat 333->334 335 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 333->335 337 X 5271 ≤ -0.108 gini = 0.79 samples = 9 value = [0, 1, 3, 1, 0, 0, 1, 1, 2, 0] class = elephant 336->337 348 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 3, 0, 0, 0, 0, 0] class = squirrel 336->348 338 X 13782 ≤ 0.06 gini = 0.778 samples = 6 value = [0, 1, 0, 1, 0, 0, 1, 1, 2, 0] class = chicken 337->338 347 gini = 0.0 samples = 3 value = [0, 0, 3, 0, 0, 0, 0, 0, 0, 0] class = elephant 337->347 339 X 15783 ≤ -1.119 gini = 0.75 samples = 4 value = [0, 1, 0, 1, 0, 0, 1, 1, 0, 0] class = sheep 338->339 346 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 2, 0] class = chicken 338->346 340 X 13147 ≤ -0.506 gini = 0.5 samples = 2 value = [0, 1, 0, 1, 0, 0, 0, 0, 0, 0] class = sheep 339->340 343 X 14016 ≤ -0.894 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 0, 0, 1, 1, 0, 0] class = horse 339->343 341 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 340->341 342 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 340->342 344 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 343->344 345 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 343->345 351 gini = 0.0 samples = 8 value = [0, 0, 0, 0, 8, 0, 0, 0, 0, 0] class = squirrel 350->351 352 X 12486 ≤ -0.184 gini = 0.5 samples = 2 value = [1, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = spider 350->352 353 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 352->353 354 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 352->354 357 X 15752 ≤ 1.52 gini = 0.867 samples = 16 value = [1, 2, 1, 2, 3, 2, 0, 3, 1, 1] class = squirrel 356->357 374 X 17438 ≤ -0.699 gini = 0.404 samples = 21 value = [0, 0, 1, 0, 2, 0, 1, 0, 16, 1] class = chicken 356->374 358 X 17311 ≤ 0.921 gini = 0.852 samples = 13 value = [1, 2, 1, 2, 3, 2, 0, 0, 1, 1] class = squirrel 357->358 373 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 3, 0, 0] class = cat 357->373 359 X 7103 ≤ 0.295 gini = 0.84 samples = 10 value = [1, 2, 1, 2, 0, 2, 0, 0, 1, 1] class = sheep 358->359 372 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 3, 0, 0, 0, 0, 0] class = squirrel 358->372 360 X 17779 ≤ -0.904 gini = 0.812 samples = 8 value = [1, 0, 1, 2, 0, 2, 0, 0, 1, 1] class = dog 359->360 371 gini = 0.0 samples = 2 value = [0, 2, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 359->371 361 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 2, 0, 0, 0, 0] class = cow 360->361 362 X 2552 ≤ 0.602 gini = 0.778 samples = 6 value = [1, 0, 1, 2, 0, 0, 0, 0, 1, 1] class = dog 360->362 363 X 10700 ≤ 1.433 gini = 0.75 samples = 4 value = [1, 0, 1, 0, 0, 0, 0, 0, 1, 1] class = spider 362->363 370 gini = 0.0 samples = 2 value = [0, 0, 0, 2, 0, 0, 0, 0, 0, 0] class = dog 362->370 364 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 363->364 365 X 6770 ≤ -1.182 gini = 0.667 samples = 3 value = [1, 0, 1, 0, 0, 0, 0, 0, 1, 0] class = spider 363->365 366 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 365->366 367 X 16684 ≤ 0.23 gini = 0.5 samples = 2 value = [1, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = spider 365->367 368 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 367->368 369 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 367->369 375 X 12679 ≤ 0.384 gini = 0.625 samples = 4 value = [0, 0, 0, 0, 2, 0, 1, 0, 0, 1] class = squirrel 374->375 380 X 15529 ≤ 0.444 gini = 0.111 samples = 17 value = [0, 0, 1, 0, 0, 0, 0, 0, 16, 0] class = chicken 374->380 376 X 8270 ≤ -0.804 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 1] class = horse 375->376 379 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 2, 0, 0, 0, 0, 0] class = squirrel 375->379 377 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 376->377 378 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 376->378 381 gini = 0.0 samples = 16 value = [0, 0, 0, 0, 0, 0, 0, 0, 16, 0] class = chicken 380->381 382 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 380->382 384 X 14389 ≤ -1.186 gini = 0.877 samples = 159 value = [21, 17, 15, 6, 18, 11, 8, 11, 34, 18] class = chicken 383->384 477 X 4593 ≤ 1.235 gini = 0.427 samples = 15 value = [11, 0, 2, 0, 0, 2, 0, 0, 0, 0] class = spider 383->477 385 X 20184 ≤ 0.148 gini = 0.278 samples = 12 value = [2, 0, 0, 0, 0, 0, 0, 0, 10, 0] class = chicken 384->385 388 X 15878 ≤ -1.155 gini = 0.887 samples = 147 value = [19, 17, 15, 6, 18, 11, 8, 11, 24, 18] class = chicken 384->388 386 gini = 0.0 samples = 10 value = [0, 0, 0, 0, 0, 0, 0, 0, 10, 0] class = chicken 385->386 387 gini = 0.0 samples = 2 value = [2, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 385->387 389 X 20111 ≤ 1.847 gini = 0.219 samples = 8 value = [0, 7, 0, 0, 0, 0, 0, 0, 0, 1] class = sheep 388->389 392 X 20500 ≤ 2.513 gini = 0.885 samples = 139 value = [19, 10, 15, 6, 18, 11, 8, 11, 24, 17] class = chicken 388->392 390 gini = 0.0 samples = 7 value = [0, 7, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 389->390 391 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 389->391 393 X 15150 ≤ -0.889 gini = 0.886 samples = 133 value = [13, 10, 15, 6, 18, 11, 8, 11, 24, 17] class = chicken 392->393 476 gini = 0.0 samples = 6 value = [6, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 392->476 394 X 11900 ≤ -0.288 gini = 0.723 samples = 22 value = [1, 0, 2, 1, 1, 1, 5, 1, 0, 10] class = butterfly 393->394 411 X 15835 ≤ -0.505 gini = 0.873 samples = 111 value = [12, 10, 13, 5, 17, 10, 3, 10, 24, 7] class = chicken 393->411 395 X 17567 ≤ -0.813 gini = 0.793 samples = 13 value = [1, 0, 2, 1, 1, 1, 5, 1, 0, 1] class = horse 394->395 410 gini = 0.0 samples = 9 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 9] class = butterfly 394->410 396 X 9957 ≤ 0.358 gini = 0.844 samples = 8 value = [1, 0, 2, 1, 1, 1, 0, 1, 0, 1] class = elephant 395->396 409 gini = 0.0 samples = 5 value = [0, 0, 0, 0, 0, 0, 5, 0, 0, 0] class = horse 395->409 397 X 3337 ≤ -0.629 gini = 0.833 samples = 6 value = [1, 0, 0, 1, 1, 1, 0, 1, 0, 1] class = spider 396->397 408 gini = 0.0 samples = 2 value = [0, 0, 2, 0, 0, 0, 0, 0, 0, 0] class = elephant 396->408 398 X 1273 ≤ 0.051 gini = 0.8 samples = 5 value = [1, 0, 0, 1, 1, 1, 0, 1, 0, 0] class = spider 397->398 407 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 397->407 399 X 4678 ≤ -0.284 gini = 0.75 samples = 4 value = [1, 0, 0, 0, 1, 1, 0, 1, 0, 0] class = spider 398->399 406 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 398->406 400 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 399->400 401 X 2706 ≤ -0.741 gini = 0.667 samples = 3 value = [1, 0, 0, 0, 0, 1, 0, 1, 0, 0] class = spider 399->401 402 X 11930 ≤ 0.582 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 0, 1, 0, 1, 0, 0] class = cow 401->402 405 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 401->405 403 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 402->403 404 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 402->404 412 X 8664 ≤ 1.278 gini = 0.817 samples = 44 value = [10, 3, 4, 1, 14, 3, 1, 2, 3, 3] class = squirrel 411->412 437 X 8044 ≤ 0.591 gini = 0.837 samples = 67 value = [2, 7, 9, 4, 3, 7, 2, 8, 21, 4] class = chicken 411->437 413 X 10441 ≤ 1.216 gini = 0.801 samples = 36 value = [2, 3, 4, 1, 14, 3, 1, 2, 3, 3] class = squirrel 412->413 436 gini = 0.0 samples = 8 value = [8, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 412->436 414 X 19605 ≤ 1.024 gini = 0.88 samples = 25 value = [2, 3, 4, 1, 4, 3, 1, 1, 3, 3] class = elephant 413->414 433 X 14210 ≤ 0.916 gini = 0.165 samples = 11 value = [0, 0, 0, 0, 10, 0, 0, 1, 0, 0] class = squirrel 413->433 415 X 6042 ≤ -0.906 gini = 0.866 samples = 21 value = [2, 3, 0, 1, 4, 3, 1, 1, 3, 3] class = squirrel 414->415 432 gini = 0.0 samples = 4 value = [0, 0, 4, 0, 0, 0, 0, 0, 0, 0] class = elephant 414->432 416 gini = 0.0 samples = 4 value = [0, 0, 0, 0, 4, 0, 0, 0, 0, 0] class = squirrel 415->416 417 X 4137 ≤ 1.691 gini = 0.851 samples = 17 value = [2, 3, 0, 1, 0, 3, 1, 1, 3, 3] class = sheep 415->417 418 X 5107 ≤ -1.09 gini = 0.827 samples = 14 value = [2, 3, 0, 1, 0, 0, 1, 1, 3, 3] class = sheep 417->418 431 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 3, 0, 0, 0, 0] class = cow 417->431 419 gini = 0.0 samples = 3 value = [0, 3, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 418->419 420 X 14971 ≤ 1.479 gini = 0.793 samples = 11 value = [2, 0, 0, 1, 0, 0, 1, 1, 3, 3] class = chicken 418->420 421 X 6464 ≤ -0.137 gini = 0.75 samples = 8 value = [2, 0, 0, 1, 0, 0, 1, 1, 3, 0] class = chicken 420->421 430 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 3] class = butterfly 420->430 422 X 5394 ≤ -0.195 gini = 0.72 samples = 5 value = [2, 0, 0, 1, 0, 0, 1, 1, 0, 0] class = spider 421->422 429 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 0, 3, 0] class = chicken 421->429 423 X 10734 ≤ -0.867 gini = 0.667 samples = 3 value = [0, 0, 0, 1, 0, 0, 1, 1, 0, 0] class = dog 422->423 428 gini = 0.0 samples = 2 value = [2, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 422->428 424 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 423->424 425 X 5885 ≤ 0.676 gini = 0.5 samples = 2 value = [0, 0, 0, 1, 0, 0, 0, 1, 0, 0] class = dog 423->425 426 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 425->426 427 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 425->427 434 gini = 0.0 samples = 10 value = [0, 0, 0, 0, 10, 0, 0, 0, 0, 0] class = squirrel 433->434 435 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 433->435 438 X 4830 ≤ -1.001 gini = 0.877 samples = 49 value = [2, 6, 6, 4, 3, 7, 1, 8, 8, 4] class = cat 437->438 469 X 13392 ≤ -0.064 gini = 0.444 samples = 18 value = [0, 1, 3, 0, 0, 0, 1, 0, 13, 0] class = chicken 437->469 439 gini = 0.0 samples = 6 value = [0, 0, 0, 0, 0, 6, 0, 0, 0, 0] class = cow 438->439 440 X 11720 ≤ -0.171 gini = 0.866 samples = 43 value = [2, 6, 6, 4, 3, 1, 1, 8, 8, 4] class = cat 438->440 441 X 15559 ≤ 0.175 gini = 0.803 samples = 19 value = [2, 0, 6, 3, 2, 1, 0, 0, 1, 4] class = elephant 440->441 456 X 8712 ≤ 0.117 gini = 0.736 samples = 24 value = [0, 6, 0, 1, 1, 0, 1, 8, 7, 0] class = cat 440->456 442 X 14329 ≤ -0.238 gini = 0.778 samples = 12 value = [1, 0, 0, 3, 2, 1, 0, 0, 1, 4] class = butterfly 441->442 453 X 5055 ≤ 1.342 gini = 0.245 samples = 7 value = [1, 0, 6, 0, 0, 0, 0, 0, 0, 0] class = elephant 441->453 443 X 2800 ≤ -0.419 gini = 0.75 samples = 8 value = [1, 0, 0, 3, 2, 1, 0, 0, 1, 0] class = dog 442->443 452 gini = 0.0 samples = 4 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 4] class = butterfly 442->452 444 gini = 0.0 samples = 3 value = [0, 0, 0, 3, 0, 0, 0, 0, 0, 0] class = dog 443->444 445 X 13091 ≤ -0.474 gini = 0.72 samples = 5 value = [1, 0, 0, 0, 2, 1, 0, 0, 1, 0] class = squirrel 443->445 446 X 15756 ≤ -0.712 gini = 0.667 samples = 3 value = [1, 0, 0, 0, 0, 1, 0, 0, 1, 0] class = spider 445->446 451 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 2, 0, 0, 0, 0, 0] class = squirrel 445->451 447 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 446->447 448 X 9859 ≤ 0.618 gini = 0.5 samples = 2 value = [1, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = spider 446->448 449 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 448->449 450 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 448->450 454 gini = 0.0 samples = 6 value = [0, 0, 6, 0, 0, 0, 0, 0, 0, 0] class = elephant 453->454 455 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 453->455 457 X 14722 ≤ -0.155 gini = 0.667 samples = 15 value = [0, 6, 0, 1, 1, 0, 1, 0, 6, 0] class = sheep 456->457 466 X 13440 ≤ -0.596 gini = 0.198 samples = 9 value = [0, 0, 0, 0, 0, 0, 0, 8, 1, 0] class = cat 456->466 458 X 9088 ≤ -0.082 gini = 0.519 samples = 9 value = [0, 0, 0, 1, 1, 0, 1, 0, 6, 0] class = chicken 457->458 465 gini = 0.0 samples = 6 value = [0, 6, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 457->465 459 gini = 0.0 samples = 6 value = [0, 0, 0, 0, 0, 0, 0, 0, 6, 0] class = chicken 458->459 460 X 7487 ≤ -0.289 gini = 0.667 samples = 3 value = [0, 0, 0, 1, 1, 0, 1, 0, 0, 0] class = dog 458->460 461 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 460->461 462 X 9451 ≤ -0.184 gini = 0.5 samples = 2 value = [0, 0, 0, 1, 0, 0, 1, 0, 0, 0] class = dog 460->462 463 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 462->463 464 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 462->464 467 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 466->467 468 gini = 0.0 samples = 8 value = [0, 0, 0, 0, 0, 0, 0, 8, 0, 0] class = cat 466->468 470 X 8381 ≤ 1.986 gini = 0.133 samples = 14 value = [0, 0, 0, 0, 0, 0, 1, 0, 13, 0] class = chicken 469->470 473 X 6385 ≤ -0.842 gini = 0.375 samples = 4 value = [0, 1, 3, 0, 0, 0, 0, 0, 0, 0] class = elephant 469->473 471 gini = 0.0 samples = 13 value = [0, 0, 0, 0, 0, 0, 0, 0, 13, 0] class = chicken 470->471 472 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 470->472 474 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 473->474 475 gini = 0.0 samples = 3 value = [0, 0, 3, 0, 0, 0, 0, 0, 0, 0] class = elephant 473->475 478 gini = 0.0 samples = 11 value = [11, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 477->478 479 X 870 ≤ -0.658 gini = 0.5 samples = 4 value = [0, 0, 2, 0, 0, 2, 0, 0, 0, 0] class = elephant 477->479 480 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 2, 0, 0, 0, 0] class = cow 479->480 481 gini = 0.0 samples = 2 value = [0, 0, 2, 0, 0, 0, 0, 0, 0, 0] class = elephant 479->481 483 X 13964 ≤ 1.109 gini = 0.446 samples = 33 value = [4, 0, 0, 1, 24, 0, 1, 0, 3, 0] class = squirrel 482->483 492 gini = 0.0 samples = 4 value = [0, 4, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 482->492 484 X 16224 ≤ 1.666 gini = 0.302 samples = 29 value = [0, 0, 0, 1, 24, 0, 1, 0, 3, 0] class = squirrel 483->484 491 gini = 0.0 samples = 4 value = [4, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 483->491 485 X 4648 ≤ 2.182 gini = 0.145 samples = 26 value = [0, 0, 0, 1, 24, 0, 1, 0, 0, 0] class = squirrel 484->485 490 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 0, 3, 0] class = chicken 484->490 486 gini = 0.0 samples = 24 value = [0, 0, 0, 0, 24, 0, 0, 0, 0, 0] class = squirrel 485->486 487 X 14276 ≤ -1.094 gini = 0.5 samples = 2 value = [0, 0, 0, 1, 0, 0, 1, 0, 0, 0] class = dog 485->487 488 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 487->488 489 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 487->489 494 X 10467 ≤ -0.77 gini = 0.82 samples = 51 value = [4, 9, 1, 2, 7, 3, 1, 0, 15, 9] class = chicken 493->494 523 X 9497 ≤ -0.614 gini = 0.59 samples = 38 value = [7, 23, 1, 1, 2, 0, 2, 0, 0, 2] class = sheep 493->523 495 X 18718 ≤ 1.443 gini = 0.165 samples = 11 value = [0, 1, 0, 0, 0, 0, 0, 0, 10, 0] class = chicken 494->495 498 X 14436 ≤ -1.02 gini = 0.844 samples = 40 value = [4, 8, 1, 2, 7, 3, 1, 0, 5, 9] class = butterfly 494->498 496 gini = 0.0 samples = 10 value = [0, 0, 0, 0, 0, 0, 0, 0, 10, 0] class = chicken 495->496 497 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 495->497 499 gini = 0.0 samples = 6 value = [0, 6, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 498->499 500 X 5607 ≤ -0.438 gini = 0.836 samples = 34 value = [4, 2, 1, 2, 7, 3, 1, 0, 5, 9] class = butterfly 498->500 501 X 13628 ≤ -0.157 gini = 0.583 samples = 12 value = [0, 1, 0, 0, 7, 3, 0, 0, 1, 0] class = squirrel 500->501 508 X 11437 ≤ -0.108 gini = 0.752 samples = 22 value = [4, 1, 1, 2, 0, 0, 1, 0, 4, 9] class = butterfly 500->508 502 gini = 0.0 samples = 7 value = [0, 0, 0, 0, 7, 0, 0, 0, 0, 0] class = squirrel 501->502 503 X 16378 ≤ -0.827 gini = 0.56 samples = 5 value = [0, 1, 0, 0, 0, 3, 0, 0, 1, 0] class = cow 501->503 504 X 16219 ≤ -0.871 gini = 0.5 samples = 2 value = [0, 1, 0, 0, 0, 0, 0, 0, 1, 0] class = sheep 503->504 507 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 3, 0, 0, 0, 0] class = cow 503->507 505 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 504->505 506 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 504->506 509 X 3130 ≤ -0.252 gini = 0.711 samples = 11 value = [4, 1, 0, 1, 0, 0, 1, 0, 4, 0] class = spider 508->509 518 X 6056 ≤ 1.132 gini = 0.314 samples = 11 value = [0, 0, 1, 1, 0, 0, 0, 0, 0, 9] class = butterfly 508->518 510 X 17613 ≤ -1.11 gini = 0.612 samples = 7 value = [4, 1, 0, 1, 0, 0, 1, 0, 0, 0] class = spider 509->510 517 gini = 0.0 samples = 4 value = [0, 0, 0, 0, 0, 0, 0, 0, 4, 0] class = chicken 509->517 511 X 7640 ≤ -0.277 gini = 0.667 samples = 3 value = [0, 1, 0, 1, 0, 0, 1, 0, 0, 0] class = sheep 510->511 516 gini = 0.0 samples = 4 value = [4, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 510->516 512 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 511->512 513 X 8935 ≤ -0.096 gini = 0.5 samples = 2 value = [0, 0, 0, 1, 0, 0, 1, 0, 0, 0] class = dog 511->513 514 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 513->514 515 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 513->515 519 gini = 0.0 samples = 9 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 9] class = butterfly 518->519 520 X 5695 ≤ -0.422 gini = 0.5 samples = 2 value = [0, 0, 1, 1, 0, 0, 0, 0, 0, 0] class = elephant 518->520 521 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 520->521 522 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 520->522 524 X 2880 ≤ -0.823 gini = 0.562 samples = 11 value = [7, 1, 1, 1, 1, 0, 0, 0, 0, 0] class = spider 523->524 533 X 9776 ≤ 0.29 gini = 0.324 samples = 27 value = [0, 22, 0, 0, 1, 0, 2, 0, 0, 2] class = sheep 523->533 525 X 16125 ≤ -0.998 gini = 0.75 samples = 4 value = [0, 1, 1, 1, 1, 0, 0, 0, 0, 0] class = sheep 524->525 532 gini = 0.0 samples = 7 value = [7, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 524->532 526 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 525->526 527 X 12205 ≤ -0.791 gini = 0.667 samples = 3 value = [0, 1, 0, 1, 1, 0, 0, 0, 0, 0] class = sheep 525->527 528 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 527->528 529 X 6350 ≤ -0.064 gini = 0.5 samples = 2 value = [0, 0, 0, 1, 1, 0, 0, 0, 0, 0] class = dog 527->529 530 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 529->530 531 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 529->531 534 X 7800 ≤ 2.842 gini = 0.083 samples = 23 value = [0, 22, 0, 0, 0, 0, 1, 0, 0, 0] class = sheep 533->534 537 X 11922 ≤ -0.332 gini = 0.625 samples = 4 value = [0, 0, 0, 0, 1, 0, 1, 0, 0, 2] class = butterfly 533->537 535 gini = 0.0 samples = 22 value = [0, 22, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 534->535 536 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 534->536 538 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 2] class = butterfly 537->538 539 X 7378 ≤ 1.327 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 1, 0, 1, 0, 0, 0] class = squirrel 537->539 540 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 539->540 541 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 539->541 543 X 5182 ≤ -0.903 gini = 0.711 samples = 11 value = [5, 0, 0, 1, 2, 0, 0, 0, 1, 2] class = spider 542->543 552 X 17823 ≤ -0.348 gini = 0.355 samples = 23 value = [0, 0, 0, 0, 1, 0, 4, 0, 18, 0] class = chicken 542->552 544 X 10680 ≤ -0.728 gini = 0.722 samples = 6 value = [0, 0, 0, 1, 2, 0, 0, 0, 1, 2] class = squirrel 543->544 551 gini = 0.0 samples = 5 value = [5, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 543->551 545 X 7069 ≤ -1.0 gini = 0.625 samples = 4 value = [0, 0, 0, 1, 2, 0, 0, 0, 1, 0] class = squirrel 544->545 550 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 2] class = butterfly 544->550 546 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 2, 0, 0, 0, 0, 0] class = squirrel 545->546 547 X 17277 ≤ -0.732 gini = 0.5 samples = 2 value = [0, 0, 0, 1, 0, 0, 0, 0, 1, 0] class = dog 545->547 548 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 547->548 549 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 547->549 553 X 2244 ≤ -1.031 gini = 0.1 samples = 19 value = [0, 0, 0, 0, 1, 0, 0, 0, 18, 0] class = chicken 552->553 556 gini = 0.0 samples = 4 value = [0, 0, 0, 0, 0, 0, 4, 0, 0, 0] class = horse 552->556 554 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 553->554 555 gini = 0.0 samples = 18 value = [0, 0, 0, 0, 0, 0, 0, 0, 18, 0] class = chicken 553->555 558 X 19478 ≤ 0.174 gini = 0.194 samples = 19 value = [17, 0, 1, 0, 0, 0, 0, 0, 1, 0] class = spider 557->558 563 X 13708 ≤ -0.897 gini = 0.818 samples = 30 value = [6, 2, 4, 0, 2, 0, 6, 0, 8, 2] class = chicken 557->563 559 gini = 0.0 samples = 17 value = [17, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 558->559 560 X 12455 ≤ 0.455 gini = 0.5 samples = 2 value = [0, 0, 1, 0, 0, 0, 0, 0, 1, 0] class = elephant 558->560 561 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 560->561 562 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 560->562 564 X 16620 ≤ -0.983 gini = 0.219 samples = 8 value = [1, 0, 0, 0, 0, 0, 0, 0, 7, 0] class = chicken 563->564 567 X 11593 ≤ -0.216 gini = 0.814 samples = 22 value = [5, 2, 4, 0, 2, 0, 6, 0, 1, 2] class = horse 563->567 565 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 564->565 566 gini = 0.0 samples = 7 value = [0, 0, 0, 0, 0, 0, 0, 0, 7, 0] class = chicken 564->566 568 X 11704 ≤ -0.854 gini = 0.8 samples = 15 value = [4, 2, 4, 0, 2, 0, 0, 0, 1, 2] class = spider 567->568 579 X 9811 ≤ 1.225 gini = 0.245 samples = 7 value = [1, 0, 0, 0, 0, 0, 6, 0, 0, 0] class = horse 567->579 569 gini = 0.0 samples = 4 value = [0, 0, 4, 0, 0, 0, 0, 0, 0, 0] class = elephant 568->569 570 X 9900 ≤ -1.091 gini = 0.76 samples = 11 value = [4, 2, 0, 0, 2, 0, 0, 0, 1, 2] class = spider 568->570 571 gini = 0.0 samples = 4 value = [4, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 570->571 572 X 16224 ≤ -0.905 gini = 0.735 samples = 7 value = [0, 2, 0, 0, 2, 0, 0, 0, 1, 2] class = sheep 570->572 573 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 2, 0, 0, 0, 0, 0] class = squirrel 572->573 574 X 7260 ≤ -0.71 gini = 0.64 samples = 5 value = [0, 2, 0, 0, 0, 0, 0, 0, 1, 2] class = sheep 572->574 575 gini = 0.0 samples = 2 value = [0, 2, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 574->575 576 X 8832 ≤ -0.238 gini = 0.444 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 2] class = butterfly 574->576 577 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 576->577 578 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 2] class = butterfly 576->578 580 gini = 0.0 samples = 6 value = [0, 0, 0, 0, 0, 0, 6, 0, 0, 0] class = horse 579->580 581 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 579->581 583 X 11047 ≤ 1.705 gini = 0.841 samples = 301 value = [54, 49, 23, 8, 41, 5, 11, 7, 77, 26] class = chicken 582->583 744 X 4119 ≤ -0.517 gini = 0.649 samples = 124 value = [16, 6, 10, 3, 5, 1, 7, 1, 70, 5] class = chicken 582->744 584 X 16808 ≤ -0.437 gini = 0.839 samples = 278 value = [53, 32, 22, 8, 40, 5, 11, 7, 75, 25] class = chicken 583->584 733 X 4436 ≤ 1.123 gini = 0.439 samples = 23 value = [1, 17, 1, 0, 1, 0, 0, 0, 2, 1] class = sheep 583->733 585 X 15984 ≤ 0.693 gini = 0.771 samples = 140 value = [45, 5, 13, 2, 12, 1, 8, 4, 45, 5] class = spider 584->585 656 X 14836 ≤ 0.889 gini = 0.841 samples = 138 value = [8, 27, 9, 6, 28, 4, 3, 3, 30, 20] class = chicken 584->656 586 X 16515 ≤ -0.896 gini = 0.778 samples = 119 value = [44, 5, 12, 2, 9, 1, 8, 4, 29, 5] class = spider 585->586 649 X 7225 ≤ 0.158 gini = 0.395 samples = 21 value = [1, 0, 1, 0, 3, 0, 0, 0, 16, 0] class = chicken 585->649 587 X 3143 ≤ -0.155 gini = 0.789 samples = 61 value = [11, 3, 8, 2, 2, 1, 6, 1, 23, 4] class = chicken 586->587 622 X 5561 ≤ 0.828 gini = 0.641 samples = 58 value = [33, 2, 4, 0, 7, 0, 2, 3, 6, 1] class = spider 586->622 588 X 14142 ≤ -0.824 gini = 0.839 samples = 44 value = [10, 3, 8, 1, 2, 1, 6, 0, 9, 4] class = spider 587->588 615 X 9004 ≤ 1.38 gini = 0.311 samples = 17 value = [1, 0, 0, 1, 0, 0, 0, 1, 14, 0] class = chicken 587->615 589 X 7028 ≤ -0.291 gini = 0.678 samples = 22 value = [9, 1, 8, 0, 1, 0, 0, 0, 0, 3] class = spider 588->589 600 X 6233 ≤ -0.626 gini = 0.74 samples = 22 value = [1, 2, 0, 1, 1, 1, 6, 0, 9, 1] class = chicken 588->600 590 gini = 0.0 samples = 8 value = [8, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 589->590 591 X 4032 ≤ -0.76 gini = 0.612 samples = 14 value = [1, 1, 8, 0, 1, 0, 0, 0, 0, 3] class = elephant 589->591 592 gini = 0.0 samples = 8 value = [0, 0, 8, 0, 0, 0, 0, 0, 0, 0] class = elephant 591->592 593 X 11500 ≤ -1.115 gini = 0.667 samples = 6 value = [1, 1, 0, 0, 1, 0, 0, 0, 0, 3] class = butterfly 591->593 594 X 8113 ≤ -0.768 gini = 0.667 samples = 3 value = [1, 1, 0, 0, 1, 0, 0, 0, 0, 0] class = spider 593->594 599 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 3] class = butterfly 593->599 595 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 594->595 596 X 4709 ≤ -0.867 gini = 0.5 samples = 2 value = [0, 1, 0, 0, 1, 0, 0, 0, 0, 0] class = sheep 594->596 597 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 596->597 598 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 596->598 601 X 5578 ≤ -1.085 gini = 0.18 samples = 10 value = [0, 0, 0, 0, 0, 0, 0, 0, 9, 1] class = chicken 600->601 604 X 9872 ≤ -0.321 gini = 0.694 samples = 12 value = [1, 2, 0, 1, 1, 1, 6, 0, 0, 0] class = horse 600->604 602 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 601->602 603 gini = 0.0 samples = 9 value = [0, 0, 0, 0, 0, 0, 0, 0, 9, 0] class = chicken 601->603 605 X 12052 ≤ -1.03 gini = 0.778 samples = 6 value = [1, 2, 0, 1, 1, 1, 0, 0, 0, 0] class = sheep 604->605 614 gini = 0.0 samples = 6 value = [0, 0, 0, 0, 0, 0, 6, 0, 0, 0] class = horse 604->614 606 gini = 0.0 samples = 2 value = [0, 2, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 605->606 607 X 9656 ≤ 0.094 gini = 0.75 samples = 4 value = [1, 0, 0, 1, 1, 1, 0, 0, 0, 0] class = spider 605->607 608 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 607->608 609 X 5235 ≤ -0.993 gini = 0.667 samples = 3 value = [0, 0, 0, 1, 1, 1, 0, 0, 0, 0] class = dog 607->609 610 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 609->610 611 X 13888 ≤ 0.412 gini = 0.5 samples = 2 value = [0, 0, 0, 1, 0, 1, 0, 0, 0, 0] class = dog 609->611 612 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 611->612 613 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 611->613 616 gini = 0.0 samples = 14 value = [0, 0, 0, 0, 0, 0, 0, 0, 14, 0] class = chicken 615->616 617 X 15674 ≤ -1.183 gini = 0.667 samples = 3 value = [1, 0, 0, 1, 0, 0, 0, 1, 0, 0] class = spider 615->617 618 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 617->618 619 X 11990 ≤ -1.209 gini = 0.5 samples = 2 value = [0, 0, 0, 1, 0, 0, 0, 1, 0, 0] class = dog 617->619 620 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 619->620 621 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 619->621 623 X 9224 ≤ 1.607 gini = 0.509 samples = 48 value = [33, 2, 3, 0, 4, 0, 2, 3, 1, 0] class = spider 622->623 642 X 9417 ≤ -0.214 gini = 0.64 samples = 10 value = [0, 0, 1, 0, 3, 0, 0, 0, 5, 1] class = chicken 622->642 624 X 14041 ≤ -0.019 gini = 0.31 samples = 40 value = [33, 2, 3, 0, 1, 0, 0, 0, 1, 0] class = spider 623->624 637 X 16155 ≤ -0.171 gini = 0.656 samples = 8 value = [0, 0, 0, 0, 3, 0, 2, 3, 0, 0] class = squirrel 623->637 625 X 9648 ≤ 1.92 gini = 0.062 samples = 31 value = [30, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 624->625 628 X 6441 ≤ -0.326 gini = 0.741 samples = 9 value = [3, 1, 3, 0, 1, 0, 0, 0, 1, 0] class = spider 624->628 626 gini = 0.0 samples = 30 value = [30, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 625->626 627 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 625->627 629 X 7663 ≤ -0.814 gini = 0.667 samples = 6 value = [0, 1, 3, 0, 1, 0, 0, 0, 1, 0] class = elephant 628->629 636 gini = 0.0 samples = 3 value = [3, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 628->636 630 X 10584 ≤ -0.698 gini = 0.667 samples = 3 value = [0, 1, 0, 0, 1, 0, 0, 0, 1, 0] class = sheep 629->630 635 gini = 0.0 samples = 3 value = [0, 0, 3, 0, 0, 0, 0, 0, 0, 0] class = elephant 629->635 631 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 630->631 632 X 16766 ≤ -0.384 gini = 0.5 samples = 2 value = [0, 1, 0, 0, 1, 0, 0, 0, 0, 0] class = sheep 630->632 633 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 632->633 634 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 632->634 638 X 13706 ≤ 0.042 gini = 0.48 samples = 5 value = [0, 0, 0, 0, 3, 0, 2, 0, 0, 0] class = squirrel 637->638 641 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 3, 0, 0] class = cat 637->641 639 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 2, 0, 0, 0] class = horse 638->639 640 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 3, 0, 0, 0, 0, 0] class = squirrel 638->640 643 gini = 0.0 samples = 5 value = [0, 0, 0, 0, 0, 0, 0, 0, 5, 0] class = chicken 642->643 644 X 15324 ≤ 0.652 gini = 0.56 samples = 5 value = [0, 0, 1, 0, 3, 0, 0, 0, 0, 1] class = squirrel 642->644 645 X 4545 ≤ 0.579 gini = 0.5 samples = 2 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 1] class = elephant 644->645 648 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 3, 0, 0, 0, 0, 0] class = squirrel 644->648 646 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 645->646 647 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 645->647 650 gini = 0.0 samples = 16 value = [0, 0, 0, 0, 0, 0, 0, 0, 16, 0] class = chicken 649->650 651 X 15168 ≤ -0.792 gini = 0.56 samples = 5 value = [1, 0, 1, 0, 3, 0, 0, 0, 0, 0] class = squirrel 649->651 652 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 3, 0, 0, 0, 0, 0] class = squirrel 651->652 653 X 10139 ≤ 1.228 gini = 0.5 samples = 2 value = [1, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = spider 651->653 654 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 653->654 655 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 653->655 657 X 5576 ≤ 0.791 gini = 0.845 samples = 115 value = [8, 12, 9, 6, 22, 4, 3, 3, 29, 19] class = chicken 656->657 724 X 9782 ≤ -0.563 gini = 0.503 samples = 23 value = [0, 15, 0, 0, 6, 0, 0, 0, 1, 1] class = sheep 656->724 658 X 6615 ≤ -0.845 gini = 0.856 samples = 93 value = [7, 12, 9, 5, 21, 4, 2, 2, 14, 17] class = squirrel 657->658 711 X 17599 ≤ 0.359 gini = 0.517 samples = 22 value = [1, 0, 0, 1, 1, 0, 1, 1, 15, 2] class = chicken 657->711 659 X 17602 ≤ -0.658 gini = 0.403 samples = 12 value = [1, 2, 0, 0, 0, 0, 0, 0, 0, 9] class = butterfly 658->659 664 X 10981 ≤ -0.656 gini = 0.853 samples = 81 value = [6, 10, 9, 5, 21, 4, 2, 2, 14, 8] class = squirrel 658->664 660 X 3497 ≤ -0.627 gini = 0.444 samples = 3 value = [1, 2, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 659->660 663 gini = 0.0 samples = 9 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 9] class = butterfly 659->663 661 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 660->661 662 gini = 0.0 samples = 2 value = [0, 2, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 660->662 665 X 5665 ≤ 0.434 gini = 0.664 samples = 30 value = [3, 0, 4, 0, 16, 1, 0, 0, 2, 4] class = squirrel 664->665 680 X 8611 ≤ -1.052 gini = 0.861 samples = 51 value = [3, 10, 5, 5, 5, 3, 2, 2, 12, 4] class = chicken 664->680 666 X 5282 ≤ 0.203 gini = 0.404 samples = 21 value = [0, 0, 1, 0, 16, 1, 0, 0, 2, 1] class = squirrel 665->666 675 X 6060 ≤ 0.285 gini = 0.667 samples = 9 value = [3, 0, 3, 0, 0, 0, 0, 0, 0, 3] class = spider 665->675 667 X 10416 ≤ -1.059 gini = 0.111 samples = 17 value = [0, 0, 1, 0, 16, 0, 0, 0, 0, 0] class = squirrel 666->667 670 X 17826 ≤ -0.445 gini = 0.625 samples = 4 value = [0, 0, 0, 0, 0, 1, 0, 0, 2, 1] class = chicken 666->670 668 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 667->668 669 gini = 0.0 samples = 16 value = [0, 0, 0, 0, 16, 0, 0, 0, 0, 0] class = squirrel 667->669 671 X 14398 ≤ 1.197 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 1] class = cow 670->671 674 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 2, 0] class = chicken 670->674 672 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 671->672 673 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 671->673 676 X 7666 ≤ -0.154 gini = 0.5 samples = 6 value = [3, 0, 0, 0, 0, 0, 0, 0, 0, 3] class = spider 675->676 679 gini = 0.0 samples = 3 value = [0, 0, 3, 0, 0, 0, 0, 0, 0, 0] class = elephant 675->679 677 gini = 0.0 samples = 3 value = [3, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 676->677 678 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 3] class = butterfly 676->678 681 gini = 0.0 samples = 6 value = [0, 0, 0, 0, 0, 0, 0, 0, 6, 0] class = chicken 680->681 682 X 16320 ≤ 0.662 gini = 0.875 samples = 45 value = [3, 10, 5, 5, 5, 3, 2, 2, 6, 4] class = sheep 680->682 683 X 13350 ≤ -0.131 gini = 0.848 samples = 38 value = [1, 10, 5, 0, 5, 3, 2, 2, 6, 4] class = sheep 682->683 708 X 13403 ≤ -0.471 gini = 0.408 samples = 7 value = [2, 0, 0, 5, 0, 0, 0, 0, 0, 0] class = dog 682->708 684 X 10980 ≤ -0.882 gini = 0.826 samples = 22 value = [1, 0, 4, 0, 5, 2, 0, 2, 5, 3] class = squirrel 683->684 697 X 16117 ≤ -0.366 gini = 0.578 samples = 16 value = [0, 10, 1, 0, 0, 1, 2, 0, 1, 1] class = sheep 683->697 685 gini = 0.0 samples = 5 value = [0, 0, 0, 0, 0, 0, 0, 0, 5, 0] class = chicken 684->685 686 X 3784 ≤ -0.889 gini = 0.796 samples = 17 value = [1, 0, 4, 0, 5, 2, 0, 2, 0, 3] class = squirrel 684->686 687 gini = 0.0 samples = 5 value = [0, 0, 0, 0, 5, 0, 0, 0, 0, 0] class = squirrel 686->687 688 X 12626 ≤ -0.53 gini = 0.764 samples = 12 value = [1, 0, 4, 0, 0, 2, 0, 2, 0, 3] class = elephant 686->688 689 gini = 0.0 samples = 4 value = [0, 0, 4, 0, 0, 0, 0, 0, 0, 0] class = elephant 688->689 690 X 10355 ≤ -0.395 gini = 0.719 samples = 8 value = [1, 0, 0, 0, 0, 2, 0, 2, 0, 3] class = butterfly 688->690 691 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 3] class = butterfly 690->691 692 X 10744 ≤ 0.954 gini = 0.64 samples = 5 value = [1, 0, 0, 0, 0, 2, 0, 2, 0, 0] class = cow 690->692 693 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 2, 0, 0] class = cat 692->693 694 X 7175 ≤ -0.569 gini = 0.444 samples = 3 value = [1, 0, 0, 0, 0, 2, 0, 0, 0, 0] class = cow 692->694 695 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 694->695 696 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 2, 0, 0, 0, 0] class = cow 694->696 698 gini = 0.0 samples = 10 value = [0, 10, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 697->698 699 X 13861 ≤ 0.302 gini = 0.778 samples = 6 value = [0, 0, 1, 0, 0, 1, 2, 0, 1, 1] class = horse 697->699 700 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 2, 0, 0, 0] class = horse 699->700 701 X 15659 ≤ -0.613 gini = 0.75 samples = 4 value = [0, 0, 1, 0, 0, 1, 0, 0, 1, 1] class = elephant 699->701 702 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 701->702 703 X 18661 ≤ 0.499 gini = 0.667 samples = 3 value = [0, 0, 1, 0, 0, 1, 0, 0, 1, 0] class = elephant 701->703 704 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 703->704 705 X 19950 ≤ -0.048 gini = 0.5 samples = 2 value = [0, 0, 1, 0, 0, 0, 0, 0, 1, 0] class = elephant 703->705 706 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 705->706 707 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 705->707 709 gini = 0.0 samples = 5 value = [0, 0, 0, 5, 0, 0, 0, 0, 0, 0] class = dog 708->709 710 gini = 0.0 samples = 2 value = [2, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 708->710 712 X 7091 ≤ -1.219 gini = 0.117 samples = 16 value = [0, 0, 0, 0, 0, 0, 0, 1, 15, 0] class = chicken 711->712 715 X 13987 ≤ -0.175 gini = 0.778 samples = 6 value = [1, 0, 0, 1, 1, 0, 1, 0, 0, 2] class = butterfly 711->715 713 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 712->713 714 gini = 0.0 samples = 15 value = [0, 0, 0, 0, 0, 0, 0, 0, 15, 0] class = chicken 712->714 716 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 2] class = butterfly 715->716 717 X 19636 ≤ -0.332 gini = 0.75 samples = 4 value = [1, 0, 0, 1, 1, 0, 1, 0, 0, 0] class = spider 715->717 718 X 3799 ≤ -0.198 gini = 0.667 samples = 3 value = [1, 0, 0, 1, 1, 0, 0, 0, 0, 0] class = spider 717->718 723 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 717->723 719 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 718->719 720 X 6615 ≤ 0.213 gini = 0.5 samples = 2 value = [1, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = spider 718->720 721 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 720->721 722 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 720->722 725 X 5813 ≤ -0.661 gini = 0.519 samples = 9 value = [0, 1, 0, 0, 6, 0, 0, 0, 1, 1] class = squirrel 724->725 732 gini = 0.0 samples = 14 value = [0, 14, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 724->732 726 X 14341 ≤ -0.618 gini = 0.667 samples = 3 value = [0, 1, 0, 0, 0, 0, 0, 0, 1, 1] class = sheep 725->726 731 gini = 0.0 samples = 6 value = [0, 0, 0, 0, 6, 0, 0, 0, 0, 0] class = squirrel 725->731 727 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 726->727 728 X 16182 ≤ -0.922 gini = 0.5 samples = 2 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 1] class = sheep 726->728 729 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 728->729 730 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 728->730 734 gini = 0.0 samples = 17 value = [0, 17, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 733->734 735 X 12373 ≤ -0.197 gini = 0.778 samples = 6 value = [1, 0, 1, 0, 1, 0, 0, 0, 2, 1] class = chicken 733->735 736 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 2, 0] class = chicken 735->736 737 X 10607 ≤ -0.536 gini = 0.75 samples = 4 value = [1, 0, 1, 0, 1, 0, 0, 0, 0, 1] class = spider 735->737 738 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 737->738 739 X 3947 ≤ 0.803 gini = 0.667 samples = 3 value = [1, 0, 1, 0, 1, 0, 0, 0, 0, 0] class = spider 737->739 740 X 1401 ≤ -0.365 gini = 0.5 samples = 2 value = [1, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = spider 739->740 743 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 739->743 741 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 740->741 742 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 740->742 745 X 18317 ≤ -0.486 gini = 0.798 samples = 52 value = [14, 4, 7, 2, 4, 1, 2, 0, 16, 2] class = chicken 744->745 778 X 12573 ≤ 1.312 gini = 0.427 samples = 72 value = [2, 2, 3, 1, 1, 0, 5, 1, 54, 3] class = chicken 744->778 746 X 13586 ≤ -0.105 gini = 0.786 samples = 37 value = [3, 4, 7, 2, 4, 1, 1, 0, 14, 1] class = chicken 745->746 771 X 6816 ≤ 1.123 gini = 0.436 samples = 15 value = [11, 0, 0, 0, 0, 0, 1, 0, 2, 1] class = spider 745->771 747 X 13342 ≤ 0.11 gini = 0.586 samples = 23 value = [1, 4, 0, 1, 2, 0, 0, 0, 14, 1] class = chicken 746->747 760 X 5790 ≤ -1.063 gini = 0.694 samples = 14 value = [2, 0, 7, 1, 2, 1, 1, 0, 0, 0] class = elephant 746->760 748 X 4204 ≤ 0.014 gini = 0.311 samples = 17 value = [1, 0, 0, 0, 1, 0, 0, 0, 14, 1] class = chicken 747->748 755 X 5665 ≤ 0.382 gini = 0.5 samples = 6 value = [0, 4, 0, 1, 1, 0, 0, 0, 0, 0] class = sheep 747->755 749 gini = 0.0 samples = 14 value = [0, 0, 0, 0, 0, 0, 0, 0, 14, 0] class = chicken 748->749 750 X 19259 ≤ 1.158 gini = 0.667 samples = 3 value = [1, 0, 0, 0, 1, 0, 0, 0, 0, 1] class = spider 748->750 751 X 5684 ≤ -1.183 gini = 0.5 samples = 2 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = spider 750->751 754 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 750->754 752 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 751->752 753 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 751->753 756 gini = 0.0 samples = 4 value = [0, 4, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 755->756 757 X 12007 ≤ -0.164 gini = 0.5 samples = 2 value = [0, 0, 0, 1, 1, 0, 0, 0, 0, 0] class = dog 755->757 758 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 757->758 759 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 757->759 761 gini = 0.0 samples = 7 value = [0, 0, 7, 0, 0, 0, 0, 0, 0, 0] class = elephant 760->761 762 X 14495 ≤ -0.714 gini = 0.776 samples = 7 value = [2, 0, 0, 1, 2, 1, 1, 0, 0, 0] class = spider 760->762 763 gini = 0.0 samples = 2 value = [2, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 762->763 764 X 8294 ≤ -0.351 gini = 0.72 samples = 5 value = [0, 0, 0, 1, 2, 1, 1, 0, 0, 0] class = squirrel 762->764 765 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 2, 0, 0, 0, 0, 0] class = squirrel 764->765 766 X 17918 ≤ -0.378 gini = 0.667 samples = 3 value = [0, 0, 0, 1, 0, 1, 1, 0, 0, 0] class = dog 764->766 767 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 766->767 768 X 19538 ≤ -0.612 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 0, 1, 1, 0, 0, 0] class = cow 766->768 769 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 768->769 770 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 768->770 772 gini = 0.0 samples = 11 value = [11, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 771->772 773 X 5667 ≤ 0.264 gini = 0.625 samples = 4 value = [0, 0, 0, 0, 0, 0, 1, 0, 2, 1] class = chicken 771->773 774 X 5742 ≤ -0.489 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 1] class = horse 773->774 777 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 2, 0] class = chicken 773->777 775 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 774->775 776 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 774->776 779 X 2266 ≤ 2.528 gini = 0.287 samples = 63 value = [2, 1, 2, 0, 1, 0, 0, 1, 53, 3] class = chicken 778->779 792 X 12553 ≤ -0.14 gini = 0.642 samples = 9 value = [0, 1, 1, 1, 0, 0, 5, 0, 1, 0] class = horse 778->792 780 X 16855 ≤ 0.805 gini = 0.217 samples = 60 value = [2, 1, 2, 0, 1, 0, 0, 1, 53, 0] class = chicken 779->780 791 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 3] class = butterfly 779->791 781 X 10297 ≤ 2.55 gini = 0.103 samples = 56 value = [2, 1, 0, 0, 0, 0, 0, 0, 53, 0] class = chicken 780->781 786 X 4721 ≤ 0.58 gini = 0.625 samples = 4 value = [0, 0, 2, 0, 1, 0, 0, 1, 0, 0] class = elephant 780->786 782 X 9091 ≤ 1.456 gini = 0.036 samples = 54 value = [0, 1, 0, 0, 0, 0, 0, 0, 53, 0] class = chicken 781->782 785 gini = 0.0 samples = 2 value = [2, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 781->785 783 gini = 0.0 samples = 53 value = [0, 0, 0, 0, 0, 0, 0, 0, 53, 0] class = chicken 782->783 784 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 782->784 787 gini = 0.0 samples = 2 value = [0, 0, 2, 0, 0, 0, 0, 0, 0, 0] class = elephant 786->787 788 X 15760 ≤ 0.338 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 1, 0, 0, 1, 0, 0] class = squirrel 786->788 789 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 788->789 790 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 788->790 793 gini = 0.0 samples = 5 value = [0, 0, 0, 0, 0, 0, 5, 0, 0, 0] class = horse 792->793 794 X 13697 ≤ -0.959 gini = 0.75 samples = 4 value = [0, 1, 1, 1, 0, 0, 0, 0, 1, 0] class = sheep 792->794 795 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 794->795 796 X 4318 ≤ -0.834 gini = 0.667 samples = 3 value = [0, 0, 1, 1, 0, 0, 0, 0, 1, 0] class = elephant 794->796 797 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 796->797 798 X 12915 ≤ -0.038 gini = 0.5 samples = 2 value = [0, 0, 1, 1, 0, 0, 0, 0, 0, 0] class = elephant 796->798 799 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 798->799 800 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 798->800 802 X 7446 ≤ -0.545 gini = 0.821 samples = 751 value = [40, 49, 112, 24, 254, 15, 86, 28, 87, 56] class = squirrel 801->802 1205 X 13707 ≤ 0.928 gini = 0.8 samples = 205 value = [13, 20, 16, 5, 43, 5, 11, 5, 73, 14] class = chicken 801->1205 803 X 16865 ≤ 0.074 gini = 0.751 samples = 315 value = [12, 21, 29, 13, 143, 4, 38, 12, 29, 14] class = squirrel 802->803 964 X 16231 ≤ -0.504 gini = 0.849 samples = 436 value = [28, 28, 83, 11, 111, 11, 48, 16, 58, 42] class = squirrel 802->964 804 X 13688 ≤ -0.802 gini = 0.683 samples = 242 value = [6, 15, 16, 9, 129, 4, 28, 5, 21, 9] class = squirrel 803->804 919 X 14678 ≤ -0.074 gini = 0.87 samples = 73 value = [6, 6, 13, 4, 14, 0, 10, 7, 8, 5] class = squirrel 803->919 805 X 13815 ≤ -1.003 gini = 0.823 samples = 47 value = [2, 6, 2, 4, 11, 1, 8, 0, 12, 1] class = chicken 804->805 832 X 19931 ≤ 0.221 gini = 0.61 samples = 195 value = [4, 9, 14, 5, 118, 3, 20, 5, 9, 8] class = squirrel 804->832 806 gini = 0.0 samples = 8 value = [0, 0, 0, 0, 0, 0, 0, 0, 8, 0] class = chicken 805->806 807 X 3074 ≤ -0.886 gini = 0.827 samples = 39 value = [2, 6, 2, 4, 11, 1, 8, 0, 4, 1] class = squirrel 805->807 808 gini = 0.0 samples = 7 value = [0, 0, 0, 0, 7, 0, 0, 0, 0, 0] class = squirrel 807->808 809 X 4713 ≤ 0.671 gini = 0.846 samples = 32 value = [2, 6, 2, 4, 4, 1, 8, 0, 4, 1] class = horse 807->809 810 X 6642 ≤ -0.923 gini = 0.84 samples = 24 value = [2, 6, 1, 4, 4, 1, 1, 0, 4, 1] class = sheep 809->810 829 X 8407 ≤ 1.616 gini = 0.219 samples = 8 value = [0, 0, 1, 0, 0, 0, 7, 0, 0, 0] class = horse 809->829 811 gini = 0.0 samples = 5 value = [0, 5, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 810->811 812 X 10658 ≤ -1.003 gini = 0.842 samples = 19 value = [2, 1, 1, 4, 4, 1, 1, 0, 4, 1] class = dog 810->812 813 gini = 0.0 samples = 4 value = [0, 0, 0, 4, 0, 0, 0, 0, 0, 0] class = dog 812->813 814 X 11071 ≤ -0.94 gini = 0.818 samples = 15 value = [2, 1, 1, 0, 4, 1, 1, 0, 4, 1] class = squirrel 812->814 815 gini = 0.0 samples = 4 value = [0, 0, 0, 0, 0, 0, 0, 0, 4, 0] class = chicken 814->815 816 X 3621 ≤ -0.514 gini = 0.793 samples = 11 value = [2, 1, 1, 0, 4, 1, 1, 0, 0, 1] class = squirrel 814->816 817 gini = 0.0 samples = 4 value = [0, 0, 0, 0, 4, 0, 0, 0, 0, 0] class = squirrel 816->817 818 X 4924 ≤ -0.874 gini = 0.816 samples = 7 value = [2, 1, 1, 0, 0, 1, 1, 0, 0, 1] class = spider 816->818 819 gini = 0.0 samples = 2 value = [2, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 818->819 820 X 14034 ≤ -1.226 gini = 0.8 samples = 5 value = [0, 1, 1, 0, 0, 1, 1, 0, 0, 1] class = sheep 818->820 821 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 820->821 822 X 16321 ≤ -1.269 gini = 0.75 samples = 4 value = [0, 1, 1, 0, 0, 1, 1, 0, 0, 0] class = sheep 820->822 823 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 822->823 824 X 8881 ≤ -1.15 gini = 0.667 samples = 3 value = [0, 1, 0, 0, 0, 1, 1, 0, 0, 0] class = sheep 822->824 825 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 824->825 826 X 1570 ≤ -0.334 gini = 0.5 samples = 2 value = [0, 1, 0, 0, 0, 1, 0, 0, 0, 0] class = sheep 824->826 827 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 826->827 828 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 826->828 830 gini = 0.0 samples = 7 value = [0, 0, 0, 0, 0, 0, 7, 0, 0, 0] class = horse 829->830 831 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 829->831 833 X 10925 ≤ 2.151 gini = 0.492 samples = 148 value = [2, 4, 10, 3, 104, 2, 9, 1, 9, 4] class = squirrel 832->833 894 X 15899 ≤ -0.825 gini = 0.819 samples = 47 value = [2, 5, 4, 2, 14, 1, 11, 4, 0, 4] class = squirrel 832->894 834 X 13897 ≤ 1.168 gini = 0.432 samples = 138 value = [1, 3, 9, 2, 103, 2, 4, 1, 9, 4] class = squirrel 833->834 883 X 14694 ≤ -0.707 gini = 0.7 samples = 10 value = [1, 1, 1, 1, 1, 0, 5, 0, 0, 0] class = horse 833->883 835 X 3457 ≤ 1.45 gini = 0.308 samples = 116 value = [0, 1, 6, 0, 96, 0, 3, 0, 6, 4] class = squirrel 834->835 866 X 949 ≤ -0.893 gini = 0.831 samples = 22 value = [1, 2, 3, 2, 7, 2, 1, 1, 3, 0] class = squirrel 834->866 836 X 5523 ≤ 2.075 gini = 0.225 samples = 107 value = [0, 1, 3, 0, 94, 0, 3, 0, 3, 3] class = squirrel 835->836 859 X 17344 ≤ -0.45 gini = 0.716 samples = 9 value = [0, 0, 3, 0, 2, 0, 0, 0, 3, 1] class = elephant 835->859 837 X 10919 ≤ 2.086 gini = 0.15 samples = 101 value = [0, 0, 1, 0, 93, 0, 3, 0, 2, 2] class = squirrel 836->837 850 X 11091 ≤ -0.138 gini = 0.778 samples = 6 value = [0, 1, 2, 0, 1, 0, 0, 0, 1, 1] class = elephant 836->850 838 X 105 ≤ 5.518 gini = 0.099 samples = 98 value = [0, 0, 1, 0, 93, 0, 1, 0, 1, 2] class = squirrel 837->838 847 X 12391 ≤ 0.336 gini = 0.444 samples = 3 value = [0, 0, 0, 0, 0, 0, 2, 0, 1, 0] class = horse 837->847 839 X 1043 ≤ 3.692 gini = 0.061 samples = 96 value = [0, 0, 1, 0, 93, 0, 1, 0, 1, 0] class = squirrel 838->839 846 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 2] class = butterfly 838->846 840 X 14063 ≤ 2.432 gini = 0.021 samples = 94 value = [0, 0, 0, 0, 93, 0, 1, 0, 0, 0] class = squirrel 839->840 843 X 8847 ≤ 0.541 gini = 0.5 samples = 2 value = [0, 0, 1, 0, 0, 0, 0, 0, 1, 0] class = elephant 839->843 841 gini = 0.0 samples = 93 value = [0, 0, 0, 0, 93, 0, 0, 0, 0, 0] class = squirrel 840->841 842 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 840->842 844 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 843->844 845 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 843->845 848 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 2, 0, 0, 0] class = horse 847->848 849 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 847->849 851 X 6338 ≤ -0.214 gini = 0.75 samples = 4 value = [0, 1, 0, 0, 1, 0, 0, 0, 1, 1] class = sheep 850->851 858 gini = 0.0 samples = 2 value = [0, 0, 2, 0, 0, 0, 0, 0, 0, 0] class = elephant 850->858 852 X 2191 ≤ -0.006 gini = 0.667 samples = 3 value = [0, 1, 0, 0, 1, 0, 0, 0, 0, 1] class = sheep 851->852 857 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 851->857 853 X 10630 ≤ 0.814 gini = 0.5 samples = 2 value = [0, 1, 0, 0, 1, 0, 0, 0, 0, 0] class = sheep 852->853 856 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 852->856 854 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 853->854 855 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 853->855 860 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 0, 3, 0] class = chicken 859->860 861 X 907 ≤ -0.188 gini = 0.611 samples = 6 value = [0, 0, 3, 0, 2, 0, 0, 0, 0, 1] class = elephant 859->861 862 X 18892 ≤ 1.077 gini = 0.444 samples = 3 value = [0, 0, 0, 0, 2, 0, 0, 0, 0, 1] class = squirrel 861->862 865 gini = 0.0 samples = 3 value = [0, 0, 3, 0, 0, 0, 0, 0, 0, 0] class = elephant 861->865 863 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 2, 0, 0, 0, 0, 0] class = squirrel 862->863 864 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 862->864 867 gini = 0.0 samples = 7 value = [0, 0, 0, 0, 7, 0, 0, 0, 0, 0] class = squirrel 866->867 868 X 20099 ≤ 0.291 gini = 0.853 samples = 15 value = [1, 2, 3, 2, 0, 2, 1, 1, 3, 0] class = elephant 866->868 869 X 3520 ≤ 0.338 gini = 0.833 samples = 12 value = [1, 2, 3, 2, 0, 2, 1, 1, 0, 0] class = elephant 868->869 882 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 0, 3, 0] class = chicken 868->882 870 X 1454 ≤ 1.073 gini = 0.815 samples = 9 value = [1, 2, 0, 2, 0, 2, 1, 1, 0, 0] class = sheep 869->870 881 gini = 0.0 samples = 3 value = [0, 0, 3, 0, 0, 0, 0, 0, 0, 0] class = elephant 869->881 871 X 6846 ≤ -0.471 gini = 0.776 samples = 7 value = [1, 2, 0, 2, 0, 0, 1, 1, 0, 0] class = sheep 870->871 880 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 2, 0, 0, 0, 0] class = cow 870->880 872 X 15056 ≤ -0.345 gini = 0.72 samples = 5 value = [1, 2, 0, 0, 0, 0, 1, 1, 0, 0] class = sheep 871->872 879 gini = 0.0 samples = 2 value = [0, 0, 0, 2, 0, 0, 0, 0, 0, 0] class = dog 871->879 873 gini = 0.0 samples = 2 value = [0, 2, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 872->873 874 X 2295 ≤ -0.234 gini = 0.667 samples = 3 value = [1, 0, 0, 0, 0, 0, 1, 1, 0, 0] class = spider 872->874 875 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 874->875 876 X 7271 ≤ 1.008 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 0, 0, 1, 1, 0, 0] class = horse 874->876 877 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 876->877 878 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 876->878 884 X 19509 ≤ 0.248 gini = 0.8 samples = 5 value = [1, 1, 1, 1, 1, 0, 0, 0, 0, 0] class = spider 883->884 893 gini = 0.0 samples = 5 value = [0, 0, 0, 0, 0, 0, 5, 0, 0, 0] class = horse 883->893 885 X 16611 ≤ -1.346 gini = 0.75 samples = 4 value = [1, 1, 1, 1, 0, 0, 0, 0, 0, 0] class = spider 884->885 892 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 884->892 886 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 885->886 887 X 9592 ≤ -0.754 gini = 0.667 samples = 3 value = [1, 1, 1, 0, 0, 0, 0, 0, 0, 0] class = spider 885->887 888 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 887->888 889 X 1230 ≤ -0.242 gini = 0.5 samples = 2 value = [1, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = spider 887->889 890 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 889->890 891 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 889->891 895 X 4412 ≤ -0.973 gini = 0.292 samples = 12 value = [0, 1, 0, 0, 10, 0, 0, 1, 0, 0] class = squirrel 894->895 900 X 17525 ≤ -0.251 gini = 0.834 samples = 35 value = [2, 4, 4, 2, 4, 1, 11, 3, 0, 4] class = horse 894->900 896 X 11390 ≤ -1.058 gini = 0.5 samples = 2 value = [0, 1, 0, 0, 0, 0, 0, 1, 0, 0] class = sheep 895->896 899 gini = 0.0 samples = 10 value = [0, 0, 0, 0, 10, 0, 0, 0, 0, 0] class = squirrel 895->899 897 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 896->897 898 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 896->898 901 X 11323 ≤ -1.142 gini = 0.165 samples = 11 value = [0, 0, 0, 0, 0, 1, 10, 0, 0, 0] class = horse 900->901 904 X 14604 ≤ 1.005 gini = 0.858 samples = 24 value = [2, 4, 4, 2, 4, 0, 1, 3, 0, 4] class = sheep 900->904 902 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 901->902 903 gini = 0.0 samples = 10 value = [0, 0, 0, 0, 0, 0, 10, 0, 0, 0] class = horse 901->903 905 X 4862 ≤ -0.716 gini = 0.835 samples = 20 value = [2, 0, 4, 2, 4, 0, 1, 3, 0, 4] class = elephant 904->905 918 gini = 0.0 samples = 4 value = [0, 4, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 904->918 906 gini = 0.0 samples = 4 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 4] class = butterfly 905->906 907 X 2134 ≤ 0.036 gini = 0.805 samples = 16 value = [2, 0, 4, 2, 4, 0, 1, 3, 0, 0] class = elephant 905->907 908 gini = 0.0 samples = 4 value = [0, 0, 0, 0, 4, 0, 0, 0, 0, 0] class = squirrel 907->908 909 X 1640 ≤ 1.265 gini = 0.764 samples = 12 value = [2, 0, 4, 2, 0, 0, 1, 3, 0, 0] class = elephant 907->909 910 X 7364 ≤ -0.555 gini = 0.719 samples = 8 value = [2, 0, 0, 2, 0, 0, 1, 3, 0, 0] class = cat 909->910 917 gini = 0.0 samples = 4 value = [0, 0, 4, 0, 0, 0, 0, 0, 0, 0] class = elephant 909->917 911 X 5319 ≤ -0.195 gini = 0.64 samples = 5 value = [2, 0, 0, 2, 0, 0, 1, 0, 0, 0] class = spider 910->911 916 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 3, 0, 0] class = cat 910->916 912 X 1892 ≤ 1.043 gini = 0.444 samples = 3 value = [2, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = spider 911->912 915 gini = 0.0 samples = 2 value = [0, 0, 0, 2, 0, 0, 0, 0, 0, 0] class = dog 911->915 913 gini = 0.0 samples = 2 value = [2, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 912->913 914 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 912->914 920 X 14150 ≤ 0.004 gini = 0.806 samples = 34 value = [5, 2, 12, 3, 0, 0, 2, 3, 5, 2] class = elephant 919->920 937 X 1483 ≤ 1.79 gini = 0.794 samples = 39 value = [1, 4, 1, 1, 14, 0, 8, 4, 3, 3] class = squirrel 919->937 921 X 14019 ≤ 2.138 gini = 0.858 samples = 25 value = [5, 2, 3, 3, 0, 0, 2, 3, 5, 2] class = spider 920->921 936 gini = 0.0 samples = 9 value = [0, 0, 9, 0, 0, 0, 0, 0, 0, 0] class = elephant 920->936 922 X 4765 ≤ -0.768 gini = 0.84 samples = 20 value = [5, 2, 3, 3, 0, 0, 2, 3, 0, 2] class = spider 921->922 935 gini = 0.0 samples = 5 value = [0, 0, 0, 0, 0, 0, 0, 0, 5, 0] class = chicken 921->935 923 gini = 0.0 samples = 5 value = [5, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 922->923 924 X 5072 ≤ -0.204 gini = 0.827 samples = 15 value = [0, 2, 3, 3, 0, 0, 2, 3, 0, 2] class = elephant 922->924 925 X 18978 ≤ -0.242 gini = 0.792 samples = 12 value = [0, 2, 3, 3, 0, 0, 2, 0, 0, 2] class = elephant 924->925 934 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 3, 0, 0] class = cat 924->934 926 X 16519 ≤ -0.945 gini = 0.741 samples = 9 value = [0, 2, 0, 3, 0, 0, 2, 0, 0, 2] class = dog 925->926 933 gini = 0.0 samples = 3 value = [0, 0, 3, 0, 0, 0, 0, 0, 0, 0] class = elephant 925->933 927 gini = 0.0 samples = 3 value = [0, 0, 0, 3, 0, 0, 0, 0, 0, 0] class = dog 926->927 928 X 18447 ≤ 0.321 gini = 0.667 samples = 6 value = [0, 2, 0, 0, 0, 0, 2, 0, 0, 2] class = sheep 926->928 929 X 6201 ≤ -0.034 gini = 0.5 samples = 4 value = [0, 0, 0, 0, 0, 0, 2, 0, 0, 2] class = horse 928->929 932 gini = 0.0 samples = 2 value = [0, 2, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 928->932 930 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 2] class = butterfly 929->930 931 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 2, 0, 0, 0] class = horse 929->931 938 X 7199 ≤ -0.545 gini = 0.672 samples = 26 value = [1, 3, 1, 1, 14, 0, 0, 1, 3, 2] class = squirrel 937->938 957 X 7245 ≤ 0.375 gini = 0.556 samples = 13 value = [0, 1, 0, 0, 0, 0, 8, 3, 0, 1] class = horse 937->957 939 X 18996 ≤ 1.158 gini = 0.847 samples = 12 value = [1, 3, 1, 1, 1, 0, 0, 1, 2, 2] class = sheep 938->939 954 X 14581 ≤ 2.247 gini = 0.133 samples = 14 value = [0, 0, 0, 0, 13, 0, 0, 0, 1, 0] class = squirrel 938->954 940 X 7993 ≤ 1.071 gini = 0.84 samples = 9 value = [1, 0, 1, 1, 1, 0, 0, 1, 2, 2] class = chicken 939->940 953 gini = 0.0 samples = 3 value = [0, 3, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 939->953 941 X 17358 ≤ -1.087 gini = 0.816 samples = 7 value = [1, 0, 1, 1, 1, 0, 0, 1, 0, 2] class = butterfly 940->941 952 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 2, 0] class = chicken 940->952 942 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 2] class = butterfly 941->942 943 X 16489 ≤ -1.217 gini = 0.8 samples = 5 value = [1, 0, 1, 1, 1, 0, 0, 1, 0, 0] class = spider 941->943 944 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 943->944 945 X 8530 ≤ -0.875 gini = 0.75 samples = 4 value = [1, 0, 1, 1, 0, 0, 0, 1, 0, 0] class = spider 943->945 946 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 945->946 947 X 3116 ≤ -0.505 gini = 0.667 samples = 3 value = [0, 0, 1, 1, 0, 0, 0, 1, 0, 0] class = elephant 945->947 948 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 947->948 949 X 386 ≤ 2.251 gini = 0.5 samples = 2 value = [0, 0, 1, 0, 0, 0, 0, 1, 0, 0] class = elephant 947->949 950 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 949->950 951 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 949->951 955 gini = 0.0 samples = 13 value = [0, 0, 0, 0, 13, 0, 0, 0, 0, 0] class = squirrel 954->955 956 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 954->956 958 gini = 0.0 samples = 8 value = [0, 0, 0, 0, 0, 0, 8, 0, 0, 0] class = horse 957->958 959 X 5590 ≤ 0.713 gini = 0.56 samples = 5 value = [0, 1, 0, 0, 0, 0, 0, 3, 0, 1] class = cat 957->959 960 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 3, 0, 0] class = cat 959->960 961 X 7162 ≤ -0.597 gini = 0.5 samples = 2 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 1] class = sheep 959->961 962 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 961->962 963 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 961->963 965 X 13284 ≤ -0.894 gini = 0.816 samples = 199 value = [14, 11, 16, 4, 69, 5, 28, 6, 20, 26] class = squirrel 964->965 1074 X 9560 ≤ 0.142 gini = 0.839 samples = 237 value = [14, 17, 67, 7, 42, 6, 20, 10, 38, 16] class = elephant 964->1074 966 X 15132 ≤ -0.923 gini = 0.736 samples = 25 value = [8, 3, 0, 0, 1, 0, 3, 0, 9, 1] class = chicken 965->966 979 X 6249 ≤ 0.135 gini = 0.788 samples = 174 value = [6, 8, 16, 4, 68, 5, 25, 6, 11, 25] class = squirrel 965->979 967 gini = 0.0 samples = 7 value = [7, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 966->967 968 X 724 ≤ -0.766 gini = 0.685 samples = 18 value = [1, 3, 0, 0, 1, 0, 3, 0, 9, 1] class = chicken 966->968 969 X 8079 ≤ 0.217 gini = 0.314 samples = 11 value = [1, 0, 0, 0, 0, 0, 0, 0, 9, 1] class = chicken 968->969 974 X 15413 ≤ -0.866 gini = 0.612 samples = 7 value = [0, 3, 0, 0, 1, 0, 3, 0, 0, 0] class = sheep 968->974 970 gini = 0.0 samples = 9 value = [0, 0, 0, 0, 0, 0, 0, 0, 9, 0] class = chicken 969->970 971 X 19187 ≤ 0.038 gini = 0.5 samples = 2 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = spider 969->971 972 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 971->972 973 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 971->973 975 X 4426 ≤ 0.198 gini = 0.375 samples = 4 value = [0, 0, 0, 0, 1, 0, 3, 0, 0, 0] class = horse 974->975 978 gini = 0.0 samples = 3 value = [0, 3, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 974->978 976 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 3, 0, 0, 0] class = horse 975->976 977 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 975->977 980 X 16624 ≤ 0.974 gini = 0.668 samples = 104 value = [4, 4, 3, 1, 56, 1, 11, 5, 3, 16] class = squirrel 979->980 1029 X 15222 ≤ 0.213 gini = 0.857 samples = 70 value = [2, 4, 13, 3, 12, 4, 14, 1, 8, 9] class = horse 979->1029 981 X 3312 ≤ 0.124 gini = 0.627 samples = 92 value = [4, 3, 3, 1, 54, 1, 11, 5, 3, 7] class = squirrel 980->981 1024 X 17699 ≤ -0.19 gini = 0.403 samples = 12 value = [0, 1, 0, 0, 2, 0, 0, 0, 0, 9] class = butterfly 980->1024 982 X 15863 ≤ 0.974 gini = 0.397 samples = 56 value = [3, 2, 0, 0, 43, 0, 1, 1, 1, 5] class = squirrel 981->982 997 X 14512 ≤ -0.635 gini = 0.801 samples = 36 value = [1, 1, 3, 1, 11, 1, 10, 4, 2, 2] class = squirrel 981->997 983 X 8151 ≤ 1.978 gini = 0.225 samples = 49 value = [3, 0, 0, 0, 43, 0, 1, 1, 0, 1] class = squirrel 982->983 992 X 15992 ≤ -0.478 gini = 0.571 samples = 7 value = [0, 2, 0, 0, 0, 0, 0, 0, 1, 4] class = butterfly 982->992 984 X 5086 ≤ 1.584 gini = 0.125 samples = 46 value = [0, 0, 0, 0, 43, 0, 1, 1, 0, 1] class = squirrel 983->984 991 gini = 0.0 samples = 3 value = [3, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 983->991 985 X 12859 ≤ 2.171 gini = 0.044 samples = 44 value = [0, 0, 0, 0, 43, 0, 0, 0, 0, 1] class = squirrel 984->985 988 X 19086 ≤ 0.959 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 0, 0, 1, 1, 0, 0] class = horse 984->988 986 gini = 0.0 samples = 43 value = [0, 0, 0, 0, 43, 0, 0, 0, 0, 0] class = squirrel 985->986 987 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 985->987 989 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 988->989 990 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 988->990 993 X 18705 ≤ 0.622 gini = 0.444 samples = 3 value = [0, 2, 0, 0, 0, 0, 0, 0, 1, 0] class = sheep 992->993 996 gini = 0.0 samples = 4 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 4] class = butterfly 992->996 994 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 993->994 995 gini = 0.0 samples = 2 value = [0, 2, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 993->995 998 X 9776 ≤ -0.469 gini = 0.314 samples = 11 value = [0, 0, 0, 0, 1, 0, 9, 1, 0, 0] class = horse 997->998 1003 X 13832 ≤ 0.07 gini = 0.79 samples = 25 value = [1, 1, 3, 1, 10, 1, 1, 3, 2, 2] class = squirrel 997->1003 999 gini = 0.0 samples = 9 value = [0, 0, 0, 0, 0, 0, 9, 0, 0, 0] class = horse 998->999 1000 X 9574 ≤ 0.367 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 1, 0, 0, 1, 0, 0] class = squirrel 998->1000 1001 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 1000->1001 1002 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 1000->1002 1004 X 1152 ≤ 1.734 gini = 0.862 samples = 15 value = [1, 1, 3, 1, 1, 0, 1, 3, 2, 2] class = elephant 1003->1004 1021 X 6072 ≤ 1.386 gini = 0.18 samples = 10 value = [0, 0, 0, 0, 9, 1, 0, 0, 0, 0] class = squirrel 1003->1021 1005 X 16962 ≤ -0.311 gini = 0.847 samples = 12 value = [1, 1, 0, 1, 1, 0, 1, 3, 2, 2] class = cat 1004->1005 1020 gini = 0.0 samples = 3 value = [0, 0, 3, 0, 0, 0, 0, 0, 0, 0] class = elephant 1004->1020 1006 X 1883 ≤ 0.287 gini = 0.84 samples = 9 value = [1, 1, 0, 1, 1, 0, 1, 0, 2, 2] class = chicken 1005->1006 1019 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 3, 0, 0] class = cat 1005->1019 1007 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 2, 0] class = chicken 1006->1007 1008 X 17677 ≤ 0.215 gini = 0.816 samples = 7 value = [1, 1, 0, 1, 1, 0, 1, 0, 0, 2] class = butterfly 1006->1008 1009 X 13881 ≤ -0.811 gini = 0.8 samples = 5 value = [1, 1, 0, 1, 1, 0, 1, 0, 0, 0] class = spider 1008->1009 1018 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 2] class = butterfly 1008->1018 1010 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 1009->1010 1011 X 17657 ≤ 0.32 gini = 0.75 samples = 4 value = [0, 1, 0, 1, 1, 0, 1, 0, 0, 0] class = sheep 1009->1011 1012 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 1011->1012 1013 X 4267 ≤ 0.004 gini = 0.667 samples = 3 value = [0, 1, 0, 0, 1, 0, 1, 0, 0, 0] class = sheep 1011->1013 1014 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 1013->1014 1015 X 14746 ≤ -0.47 gini = 0.5 samples = 2 value = [0, 1, 0, 0, 1, 0, 0, 0, 0, 0] class = sheep 1013->1015 1016 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 1015->1016 1017 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 1015->1017 1022 gini = 0.0 samples = 9 value = [0, 0, 0, 0, 9, 0, 0, 0, 0, 0] class = squirrel 1021->1022 1023 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 1021->1023 1025 gini = 0.0 samples = 9 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 9] class = butterfly 1024->1025 1026 X 1372 ≤ 0.305 gini = 0.444 samples = 3 value = [0, 1, 0, 0, 2, 0, 0, 0, 0, 0] class = squirrel 1024->1026 1027 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 2, 0, 0, 0, 0, 0] class = squirrel 1026->1027 1028 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 1026->1028 1030 X 306 ≤ 0.691 gini = 0.804 samples = 42 value = [2, 1, 2, 2, 10, 4, 14, 1, 4, 2] class = horse 1029->1030 1061 X 15012 ≤ -0.603 gini = 0.745 samples = 28 value = [0, 3, 11, 1, 2, 0, 0, 0, 4, 7] class = elephant 1029->1061 1031 X 7191 ≤ -0.392 gini = 0.816 samples = 28 value = [2, 1, 2, 1, 10, 2, 3, 1, 4, 2] class = squirrel 1030->1031 1056 X 11419 ≤ 0.714 gini = 0.357 samples = 14 value = [0, 0, 0, 1, 0, 2, 11, 0, 0, 0] class = horse 1030->1056 1032 X 9794 ≤ -0.775 gini = 0.314 samples = 11 value = [0, 0, 0, 0, 9, 0, 1, 0, 0, 1] class = squirrel 1031->1032 1037 X 2966 ≤ 0.89 gini = 0.872 samples = 17 value = [2, 1, 2, 1, 1, 2, 2, 1, 4, 1] class = chicken 1031->1037 1033 X 9437 ≤ -0.682 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 1] class = horse 1032->1033 1036 gini = 0.0 samples = 9 value = [0, 0, 0, 0, 9, 0, 0, 0, 0, 0] class = squirrel 1032->1036 1034 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 1033->1034 1035 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 1033->1035 1038 X 19792 ≤ -0.208 gini = 0.876 samples = 13 value = [2, 1, 2, 1, 1, 2, 2, 1, 0, 1] class = spider 1037->1038 1055 gini = 0.0 samples = 4 value = [0, 0, 0, 0, 0, 0, 0, 0, 4, 0] class = chicken 1037->1055 1039 gini = 0.0 samples = 2 value = [2, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 1038->1039 1040 X 5732 ≤ 0.806 gini = 0.86 samples = 11 value = [0, 1, 2, 1, 1, 2, 2, 1, 0, 1] class = elephant 1038->1040 1041 X 8185 ≤ -0.975 gini = 0.84 samples = 9 value = [0, 1, 2, 1, 1, 0, 2, 1, 0, 1] class = elephant 1040->1041 1054 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 2, 0, 0, 0, 0] class = cow 1040->1054 1042 gini = 0.0 samples = 2 value = [0, 0, 2, 0, 0, 0, 0, 0, 0, 0] class = elephant 1041->1042 1043 X 8757 ≤ -0.524 gini = 0.816 samples = 7 value = [0, 1, 0, 1, 1, 0, 2, 1, 0, 1] class = horse 1041->1043 1044 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 2, 0, 0, 0] class = horse 1043->1044 1045 X 18264 ≤ -0.531 gini = 0.8 samples = 5 value = [0, 1, 0, 1, 1, 0, 0, 1, 0, 1] class = sheep 1043->1045 1046 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 1045->1046 1047 X 19630 ≤ 0.266 gini = 0.75 samples = 4 value = [0, 0, 0, 1, 1, 0, 0, 1, 0, 1] class = dog 1045->1047 1048 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 1047->1048 1049 X 8831 ≤ -0.801 gini = 0.667 samples = 3 value = [0, 0, 0, 1, 0, 0, 0, 1, 0, 1] class = dog 1047->1049 1050 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 1049->1050 1051 X 16930 ≤ 0.114 gini = 0.5 samples = 2 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 1] class = dog 1049->1051 1052 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 1051->1052 1053 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 1051->1053 1057 gini = 0.0 samples = 11 value = [0, 0, 0, 0, 0, 0, 11, 0, 0, 0] class = horse 1056->1057 1058 X 14961 ≤ -1.088 gini = 0.444 samples = 3 value = [0, 0, 0, 1, 0, 2, 0, 0, 0, 0] class = cow 1056->1058 1059 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 1058->1059 1060 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 2, 0, 0, 0, 0] class = cow 1058->1060 1062 gini = 0.0 samples = 9 value = [0, 0, 9, 0, 0, 0, 0, 0, 0, 0] class = elephant 1061->1062 1063 X 8453 ≤ 0.136 gini = 0.77 samples = 19 value = [0, 3, 2, 1, 2, 0, 0, 0, 4, 7] class = butterfly 1061->1063 1064 X 12197 ≤ 0.407 gini = 0.727 samples = 11 value = [0, 3, 2, 0, 2, 0, 0, 0, 4, 0] class = chicken 1063->1064 1071 X 1576 ≤ 2.776 gini = 0.219 samples = 8 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 7] class = butterfly 1063->1071 1065 X 13467 ≤ -0.33 gini = 0.653 samples = 7 value = [0, 3, 2, 0, 2, 0, 0, 0, 0, 0] class = sheep 1064->1065 1070 gini = 0.0 samples = 4 value = [0, 0, 0, 0, 0, 0, 0, 0, 4, 0] class = chicken 1064->1070 1066 X 10905 ≤ -0.615 gini = 0.5 samples = 4 value = [0, 0, 2, 0, 2, 0, 0, 0, 0, 0] class = elephant 1065->1066 1069 gini = 0.0 samples = 3 value = [0, 3, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 1065->1069 1067 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 2, 0, 0, 0, 0, 0] class = squirrel 1066->1067 1068 gini = 0.0 samples = 2 value = [0, 0, 2, 0, 0, 0, 0, 0, 0, 0] class = elephant 1066->1068 1072 gini = 0.0 samples = 7 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 7] class = butterfly 1071->1072 1073 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 1071->1073 1075 X 13232 ≤ 2.003 gini = 0.858 samples = 153 value = [12, 11, 26, 7, 26, 6, 17, 3, 35, 10] class = chicken 1074->1075 1168 X 13371 ≤ -0.345 gini = 0.705 samples = 84 value = [2, 6, 41, 0, 16, 0, 3, 7, 3, 6] class = elephant 1074->1168 1076 X 154 ≤ 2.121 gini = 0.866 samples = 144 value = [12, 11, 26, 7, 26, 6, 17, 3, 26, 10] class = elephant 1075->1076 1167 gini = 0.0 samples = 9 value = [0, 0, 0, 0, 0, 0, 0, 0, 9, 0] class = chicken 1075->1167 1077 X 15154 ≤ 0.747 gini = 0.87 samples = 134 value = [12, 11, 17, 7, 26, 6, 17, 3, 25, 10] class = squirrel 1076->1077 1164 X 11277 ≤ 0.659 gini = 0.18 samples = 10 value = [0, 0, 9, 0, 0, 0, 0, 0, 1, 0] class = elephant 1076->1164 1078 X 14208 ≤ 0.84 gini = 0.875 samples = 108 value = [11, 9, 16, 7, 22, 6, 15, 2, 10, 10] class = squirrel 1077->1078 1149 X 20552 ≤ 1.456 gini = 0.627 samples = 26 value = [1, 2, 1, 0, 4, 0, 2, 1, 15, 0] class = chicken 1077->1149 1079 X 18398 ≤ 1.373 gini = 0.883 samples = 87 value = [10, 9, 13, 6, 9, 5, 15, 2, 8, 10] class = horse 1078->1079 1138 X 9667 ≤ -0.708 gini = 0.58 samples = 21 value = [1, 0, 3, 1, 13, 1, 0, 0, 2, 0] class = squirrel 1078->1138 1080 X 9787 ≤ -0.789 gini = 0.875 samples = 80 value = [4, 9, 13, 6, 9, 5, 15, 1, 8, 10] class = horse 1079->1080 1135 X 3764 ≤ 1.632 gini = 0.245 samples = 7 value = [6, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = spider 1079->1135 1081 X 3980 ≤ 0.004 gini = 0.61 samples = 20 value = [1, 1, 2, 2, 0, 0, 12, 0, 1, 1] class = horse 1080->1081 1094 X 8398 ≤ 0.146 gini = 0.873 samples = 60 value = [3, 8, 11, 4, 9, 5, 3, 1, 7, 9] class = elephant 1080->1094 1082 gini = 0.0 samples = 12 value = [0, 0, 0, 0, 0, 0, 12, 0, 0, 0] class = horse 1081->1082 1083 X 14566 ≤ 0.171 gini = 0.812 samples = 8 value = [1, 1, 2, 2, 0, 0, 0, 0, 1, 1] class = elephant 1081->1083 1084 X 10251 ≤ 1.321 gini = 0.778 samples = 6 value = [1, 1, 0, 2, 0, 0, 0, 0, 1, 1] class = dog 1083->1084 1093 gini = 0.0 samples = 2 value = [0, 0, 2, 0, 0, 0, 0, 0, 0, 0] class = elephant 1083->1093 1085 X 15706 ≤ -0.615 gini = 0.75 samples = 4 value = [1, 1, 0, 0, 0, 0, 0, 0, 1, 1] class = spider 1084->1085 1092 gini = 0.0 samples = 2 value = [0, 0, 0, 2, 0, 0, 0, 0, 0, 0] class = dog 1084->1092 1086 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 1085->1086 1087 X 16780 ≤ -0.259 gini = 0.667 samples = 3 value = [0, 1, 0, 0, 0, 0, 0, 0, 1, 1] class = sheep 1085->1087 1088 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 1087->1088 1089 X 17576 ≤ 0.612 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 1] class = chicken 1087->1089 1090 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 1089->1090 1091 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 1089->1091 1095 X 4053 ≤ 0.022 gini = 0.859 samples = 39 value = [2, 8, 0, 4, 7, 4, 2, 1, 5, 6] class = sheep 1094->1095 1122 X 13618 ≤ -0.634 gini = 0.68 samples = 21 value = [1, 0, 11, 0, 2, 1, 1, 0, 2, 3] class = elephant 1094->1122 1096 X 20067 ≤ 0.016 gini = 0.846 samples = 32 value = [2, 8, 0, 4, 1, 4, 2, 1, 4, 6] class = sheep 1095->1096 1119 X 12006 ≤ -0.914 gini = 0.245 samples = 7 value = [0, 0, 0, 0, 6, 0, 0, 0, 1, 0] class = squirrel 1095->1119 1097 X 11703 ≤ 0.081 gini = 0.528 samples = 12 value = [0, 8, 0, 0, 1, 0, 1, 0, 1, 1] class = sheep 1096->1097 1106 X 7333 ≤ 1.544 gini = 0.82 samples = 20 value = [2, 0, 0, 4, 0, 4, 1, 1, 3, 5] class = butterfly 1096->1106 1098 gini = 0.0 samples = 8 value = [0, 8, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 1097->1098 1099 X 3841 ≤ -0.682 gini = 0.75 samples = 4 value = [0, 0, 0, 0, 1, 0, 1, 0, 1, 1] class = squirrel 1097->1099 1100 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 1099->1100 1101 X 16782 ≤ -0.578 gini = 0.667 samples = 3 value = [0, 0, 0, 0, 1, 0, 0, 0, 1, 1] class = squirrel 1099->1101 1102 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 1101->1102 1103 X 9180 ≤ -0.057 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 1] class = chicken 1101->1103 1104 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 1103->1104 1105 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 1103->1105 1107 X 2850 ≤ 0.506 gini = 0.781 samples = 16 value = [2, 0, 0, 4, 0, 0, 1, 1, 3, 5] class = butterfly 1106->1107 1118 gini = 0.0 samples = 4 value = [0, 0, 0, 0, 0, 4, 0, 0, 0, 0] class = cow 1106->1118 1108 X 3318 ≤ -0.212 gini = 0.744 samples = 11 value = [2, 0, 0, 4, 0, 0, 1, 1, 3, 0] class = dog 1107->1108 1117 gini = 0.0 samples = 5 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 5] class = butterfly 1107->1117 1109 gini = 0.0 samples = 4 value = [0, 0, 0, 4, 0, 0, 0, 0, 0, 0] class = dog 1108->1109 1110 X 3726 ≤ -0.102 gini = 0.694 samples = 7 value = [2, 0, 0, 0, 0, 0, 1, 1, 3, 0] class = chicken 1108->1110 1111 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 0, 3, 0] class = chicken 1110->1111 1112 X 11199 ≤ 0.928 gini = 0.625 samples = 4 value = [2, 0, 0, 0, 0, 0, 1, 1, 0, 0] class = spider 1110->1112 1113 gini = 0.0 samples = 2 value = [2, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 1112->1113 1114 X 3015 ≤ 1.43 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 0, 0, 1, 1, 0, 0] class = horse 1112->1114 1115 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 1114->1115 1116 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 1114->1116 1120 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 1119->1120 1121 gini = 0.0 samples = 6 value = [0, 0, 0, 0, 6, 0, 0, 0, 0, 0] class = squirrel 1119->1121 1123 X 7789 ≤ -0.96 gini = 0.75 samples = 8 value = [1, 0, 0, 0, 2, 1, 1, 0, 0, 3] class = butterfly 1122->1123 1132 X 689 ≤ 2.411 gini = 0.26 samples = 13 value = [0, 0, 11, 0, 0, 0, 0, 0, 2, 0] class = elephant 1122->1132 1124 X 2359 ≤ -0.365 gini = 0.72 samples = 5 value = [1, 0, 0, 0, 2, 1, 1, 0, 0, 0] class = squirrel 1123->1124 1131 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 3] class = butterfly 1123->1131 1125 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 2, 0, 0, 0, 0, 0] class = squirrel 1124->1125 1126 X 12383 ≤ 0.264 gini = 0.667 samples = 3 value = [1, 0, 0, 0, 0, 1, 1, 0, 0, 0] class = spider 1124->1126 1127 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 1126->1127 1128 X 18573 ≤ -0.007 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 0, 1, 1, 0, 0, 0] class = cow 1126->1128 1129 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 1128->1129 1130 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 1128->1130 1133 gini = 0.0 samples = 11 value = [0, 0, 11, 0, 0, 0, 0, 0, 0, 0] class = elephant 1132->1133 1134 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 2, 0] class = chicken 1132->1134 1136 gini = 0.0 samples = 6 value = [6, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 1135->1136 1137 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 1135->1137 1139 X 543 ≤ -0.005 gini = 0.694 samples = 7 value = [1, 0, 3, 1, 0, 0, 0, 0, 2, 0] class = elephant 1138->1139 1146 X 13543 ≤ -1.166 gini = 0.133 samples = 14 value = [0, 0, 0, 0, 13, 1, 0, 0, 0, 0] class = squirrel 1138->1146 1140 gini = 0.0 samples = 3 value = [0, 0, 3, 0, 0, 0, 0, 0, 0, 0] class = elephant 1139->1140 1141 X 7741 ≤ -0.902 gini = 0.625 samples = 4 value = [1, 0, 0, 1, 0, 0, 0, 0, 2, 0] class = chicken 1139->1141 1142 X 17197 ≤ -0.464 gini = 0.5 samples = 2 value = [1, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = spider 1141->1142 1145 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 2, 0] class = chicken 1141->1145 1143 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 1142->1143 1144 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 1142->1144 1147 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 1146->1147 1148 gini = 0.0 samples = 13 value = [0, 0, 0, 0, 13, 0, 0, 0, 0, 0] class = squirrel 1146->1148 1150 X 12275 ≤ -1.102 gini = 0.296 samples = 18 value = [1, 0, 0, 0, 0, 0, 1, 1, 15, 0] class = chicken 1149->1150 1157 X 12257 ≤ -0.673 gini = 0.656 samples = 8 value = [0, 2, 1, 0, 4, 0, 1, 0, 0, 0] class = squirrel 1149->1157 1151 X 7870 ≤ -0.856 gini = 0.667 samples = 3 value = [1, 0, 0, 0, 0, 0, 1, 1, 0, 0] class = spider 1150->1151 1156 gini = 0.0 samples = 15 value = [0, 0, 0, 0, 0, 0, 0, 0, 15, 0] class = chicken 1150->1156 1152 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 1151->1152 1153 X 14944 ≤ -1.034 gini = 0.5 samples = 2 value = [1, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = spider 1151->1153 1154 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 1153->1154 1155 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 1153->1155 1158 gini = 0.0 samples = 4 value = [0, 0, 0, 0, 4, 0, 0, 0, 0, 0] class = squirrel 1157->1158 1159 X 9375 ≤ 0.431 gini = 0.625 samples = 4 value = [0, 2, 1, 0, 0, 0, 1, 0, 0, 0] class = sheep 1157->1159 1160 gini = 0.0 samples = 2 value = [0, 2, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 1159->1160 1161 X 17540 ≤ -0.669 gini = 0.5 samples = 2 value = [0, 0, 1, 0, 0, 0, 1, 0, 0, 0] class = elephant 1159->1161 1162 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 1161->1162 1163 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 1161->1163 1165 gini = 0.0 samples = 9 value = [0, 0, 9, 0, 0, 0, 0, 0, 0, 0] class = elephant 1164->1165 1166 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 1164->1166 1169 X 7292 ≤ 1.87 gini = 0.788 samples = 33 value = [0, 4, 5, 0, 12, 0, 2, 4, 1, 5] class = squirrel 1168->1169 1184 X 10075 ≤ 0.618 gini = 0.487 samples = 51 value = [2, 2, 36, 0, 4, 0, 1, 3, 2, 1] class = elephant 1168->1184 1170 X 4597 ≤ 0.576 gini = 0.737 samples = 28 value = [0, 4, 0, 0, 12, 0, 2, 4, 1, 5] class = squirrel 1169->1170 1183 gini = 0.0 samples = 5 value = [0, 0, 5, 0, 0, 0, 0, 0, 0, 0] class = elephant 1169->1183 1171 X 9303 ≤ 0.159 gini = 0.803 samples = 19 value = [0, 4, 0, 0, 3, 0, 2, 4, 1, 5] class = butterfly 1170->1171 1182 gini = 0.0 samples = 9 value = [0, 0, 0, 0, 9, 0, 0, 0, 0, 0] class = squirrel 1170->1182 1172 X 8900 ≤ -0.679 gini = 0.765 samples = 14 value = [0, 4, 0, 0, 3, 0, 2, 4, 1, 0] class = sheep 1171->1172 1181 gini = 0.0 samples = 5 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 5] class = butterfly 1171->1181 1173 gini = 0.0 samples = 4 value = [0, 4, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 1172->1173 1174 X 15065 ≤ -0.365 gini = 0.7 samples = 10 value = [0, 0, 0, 0, 3, 0, 2, 4, 1, 0] class = cat 1172->1174 1175 X 15821 ≤ 0.706 gini = 0.611 samples = 6 value = [0, 0, 0, 0, 3, 0, 2, 0, 1, 0] class = squirrel 1174->1175 1180 gini = 0.0 samples = 4 value = [0, 0, 0, 0, 0, 0, 0, 4, 0, 0] class = cat 1174->1180 1176 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 3, 0, 0, 0, 0, 0] class = squirrel 1175->1176 1177 X 5363 ≤ -0.797 gini = 0.444 samples = 3 value = [0, 0, 0, 0, 0, 0, 2, 0, 1, 0] class = horse 1175->1177 1178 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 1177->1178 1179 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 2, 0, 0, 0] class = horse 1177->1179 1185 X 8267 ≤ 0.932 gini = 0.193 samples = 38 value = [0, 0, 34, 0, 3, 0, 0, 0, 1, 0] class = elephant 1184->1185 1190 X 17147 ≤ 1.424 gini = 0.852 samples = 13 value = [2, 2, 2, 0, 1, 0, 1, 3, 1, 1] class = cat 1184->1190 1186 gini = 0.0 samples = 34 value = [0, 0, 34, 0, 0, 0, 0, 0, 0, 0] class = elephant 1185->1186 1187 X 2148 ≤ 0.655 gini = 0.375 samples = 4 value = [0, 0, 0, 0, 3, 0, 0, 0, 1, 0] class = squirrel 1185->1187 1188 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 1187->1188 1189 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 3, 0, 0, 0, 0, 0] class = squirrel 1187->1189 1191 X 8001 ≤ -0.57 gini = 0.84 samples = 10 value = [2, 2, 2, 0, 1, 0, 1, 0, 1, 1] class = spider 1190->1191 1204 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 3, 0, 0] class = cat 1190->1204 1192 gini = 0.0 samples = 2 value = [2, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 1191->1192 1193 X 7899 ≤ -0.938 gini = 0.812 samples = 8 value = [0, 2, 2, 0, 1, 0, 1, 0, 1, 1] class = sheep 1191->1193 1194 gini = 0.0 samples = 2 value = [0, 2, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 1193->1194 1195 X 18271 ≤ 0.306 gini = 0.778 samples = 6 value = [0, 0, 2, 0, 1, 0, 1, 0, 1, 1] class = elephant 1193->1195 1196 X 2479 ≤ -0.728 gini = 0.75 samples = 4 value = [0, 0, 0, 0, 1, 0, 1, 0, 1, 1] class = squirrel 1195->1196 1203 gini = 0.0 samples = 2 value = [0, 0, 2, 0, 0, 0, 0, 0, 0, 0] class = elephant 1195->1203 1197 X 8790 ≤ 0.683 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 1] class = squirrel 1196->1197 1200 X 13918 ≤ -0.239 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 0, 0, 1, 0, 1, 0] class = horse 1196->1200 1198 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 1197->1198 1199 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 1197->1199 1201 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 1200->1201 1202 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 1200->1202 1206 X 8639 ≤ 0.316 gini = 0.782 samples = 174 value = [9, 18, 15, 3, 24, 5, 10, 5, 71, 14] class = chicken 1205->1206 1291 X 3188 ≤ 0.157 gini = 0.593 samples = 31 value = [4, 2, 1, 2, 19, 0, 1, 0, 2, 0] class = squirrel 1205->1291 1207 X 20309 ≤ 0.894 gini = 0.699 samples = 132 value = [7, 15, 10, 2, 18, 2, 3, 4, 67, 4] class = chicken 1206->1207 1264 X 11436 ≤ -1.021 gini = 0.858 samples = 42 value = [2, 3, 5, 1, 6, 3, 7, 1, 4, 10] class = butterfly 1206->1264 1208 X 16430 ≤ 0.25 gini = 0.506 samples = 80 value = [5, 8, 3, 1, 6, 0, 1, 1, 55, 0] class = chicken 1207->1208 1233 X 7239 ≤ -0.632 gini = 0.843 samples = 52 value = [2, 7, 7, 1, 12, 2, 2, 3, 12, 4] class = squirrel 1207->1233 1209 X 11742 ≤ 1.028 gini = 0.317 samples = 62 value = [3, 2, 3, 1, 1, 0, 0, 1, 51, 0] class = chicken 1208->1209 1224 X 12749 ≤ -0.092 gini = 0.747 samples = 18 value = [2, 6, 0, 0, 5, 0, 1, 0, 4, 0] class = sheep 1208->1224 1210 X 3111 ≤ -0.899 gini = 0.197 samples = 57 value = [1, 2, 0, 1, 1, 0, 0, 1, 51, 0] class = chicken 1209->1210 1221 X 1752 ≤ 0.33 gini = 0.48 samples = 5 value = [2, 0, 3, 0, 0, 0, 0, 0, 0, 0] class = elephant 1209->1221 1211 X 20489 ≤ -0.407 gini = 0.444 samples = 3 value = [0, 2, 0, 0, 1, 0, 0, 0, 0, 0] class = sheep 1210->1211 1214 X 2580 ≤ 2.764 gini = 0.107 samples = 54 value = [1, 0, 0, 1, 0, 0, 0, 1, 51, 0] class = chicken 1210->1214 1212 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 1211->1212 1213 gini = 0.0 samples = 2 value = [0, 2, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 1211->1213 1215 X 14904 ≤ 3.421 gini = 0.038 samples = 52 value = [1, 0, 0, 0, 0, 0, 0, 0, 51, 0] class = chicken 1214->1215 1218 X 267 ≤ -0.078 gini = 0.5 samples = 2 value = [0, 0, 0, 1, 0, 0, 0, 1, 0, 0] class = dog 1214->1218 1216 gini = 0.0 samples = 51 value = [0, 0, 0, 0, 0, 0, 0, 0, 51, 0] class = chicken 1215->1216 1217 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 1215->1217 1219 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 1218->1219 1220 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 1218->1220 1222 gini = 0.0 samples = 2 value = [2, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 1221->1222 1223 gini = 0.0 samples = 3 value = [0, 0, 3, 0, 0, 0, 0, 0, 0, 0] class = elephant 1221->1223 1225 X 17914 ≤ -0.698 gini = 0.681 samples = 12 value = [2, 0, 0, 0, 5, 0, 1, 0, 4, 0] class = squirrel 1224->1225 1232 gini = 0.0 samples = 6 value = [0, 6, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 1224->1232 1226 gini = 0.0 samples = 5 value = [0, 0, 0, 0, 5, 0, 0, 0, 0, 0] class = squirrel 1225->1226 1227 X 17060 ≤ 1.692 gini = 0.571 samples = 7 value = [2, 0, 0, 0, 0, 0, 1, 0, 4, 0] class = chicken 1225->1227 1228 gini = 0.0 samples = 4 value = [0, 0, 0, 0, 0, 0, 0, 0, 4, 0] class = chicken 1227->1228 1229 X 10058 ≤ -0.764 gini = 0.444 samples = 3 value = [2, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = spider 1227->1229 1230 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 1229->1230 1231 gini = 0.0 samples = 2 value = [2, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 1229->1231 1234 X 18287 ≤ 1.757 gini = 0.516 samples = 15 value = [0, 1, 0, 0, 10, 0, 2, 0, 2, 0] class = squirrel 1233->1234 1241 X 2116 ≤ 0.131 gini = 0.837 samples = 37 value = [2, 6, 7, 1, 2, 2, 0, 3, 10, 4] class = chicken 1233->1241 1235 gini = 0.0 samples = 10 value = [0, 0, 0, 0, 10, 0, 0, 0, 0, 0] class = squirrel 1234->1235 1236 X 6800 ≤ -0.701 gini = 0.64 samples = 5 value = [0, 1, 0, 0, 0, 0, 2, 0, 2, 0] class = horse 1234->1236 1237 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 2, 0, 0, 0] class = horse 1236->1237 1238 X 11567 ≤ -0.967 gini = 0.444 samples = 3 value = [0, 1, 0, 0, 0, 0, 0, 0, 2, 0] class = chicken 1236->1238 1239 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 1238->1239 1240 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 2, 0] class = chicken 1238->1240 1242 X 13340 ≤ -0.997 gini = 0.375 samples = 8 value = [2, 6, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 1241->1242 1245 X 16044 ≤ -0.086 gini = 0.782 samples = 29 value = [0, 0, 7, 1, 2, 2, 0, 3, 10, 4] class = chicken 1241->1245 1243 gini = 0.0 samples = 2 value = [2, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 1242->1243 1244 gini = 0.0 samples = 6 value = [0, 6, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 1242->1244 1246 X 13386 ≤ 0.372 gini = 0.659 samples = 19 value = [0, 0, 0, 0, 2, 1, 0, 3, 10, 3] class = chicken 1245->1246 1257 X 15172 ≤ -0.513 gini = 0.48 samples = 10 value = [0, 0, 7, 1, 0, 1, 0, 0, 0, 1] class = elephant 1245->1257 1247 X 20163 ≤ 1.399 gini = 0.76 samples = 10 value = [0, 0, 0, 0, 2, 1, 0, 3, 1, 3] class = cat 1246->1247 1256 gini = 0.0 samples = 9 value = [0, 0, 0, 0, 0, 0, 0, 0, 9, 0] class = chicken 1246->1256 1248 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 3] class = butterfly 1247->1248 1249 X 4064 ≤ -0.343 gini = 0.694 samples = 7 value = [0, 0, 0, 0, 2, 1, 0, 3, 1, 0] class = cat 1247->1249 1250 X 4872 ≤ 0.499 gini = 0.625 samples = 4 value = [0, 0, 0, 0, 2, 1, 0, 0, 1, 0] class = squirrel 1249->1250 1255 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 3, 0, 0] class = cat 1249->1255 1251 X 3331 ≤ 0.366 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 0, 1, 0, 0, 1, 0] class = cow 1250->1251 1254 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 2, 0, 0, 0, 0, 0] class = squirrel 1250->1254 1252 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 1251->1252 1253 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 1251->1253 1258 X 4326 ≤ 0.421 gini = 0.667 samples = 3 value = [0, 0, 0, 1, 0, 1, 0, 0, 0, 1] class = dog 1257->1258 1263 gini = 0.0 samples = 7 value = [0, 0, 7, 0, 0, 0, 0, 0, 0, 0] class = elephant 1257->1263 1259 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 1258->1259 1260 X 11245 ≤ 0.333 gini = 0.5 samples = 2 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 1] class = dog 1258->1260 1261 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 1260->1261 1262 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 1260->1262 1265 gini = 0.0 samples = 6 value = [0, 0, 0, 0, 0, 0, 6, 0, 0, 0] class = horse 1264->1265 1266 X 8482 ≤ -0.876 gini = 0.844 samples = 36 value = [2, 3, 5, 1, 6, 3, 1, 1, 4, 10] class = butterfly 1264->1266 1267 gini = 0.0 samples = 5 value = [0, 0, 5, 0, 0, 0, 0, 0, 0, 0] class = elephant 1266->1267 1268 X 7533 ≤ 0.28 gini = 0.816 samples = 31 value = [2, 3, 0, 1, 6, 3, 1, 1, 4, 10] class = butterfly 1266->1268 1269 X 8663 ≤ 0.456 gini = 0.815 samples = 18 value = [2, 2, 0, 1, 6, 2, 1, 1, 3, 0] class = squirrel 1268->1269 1284 X 17886 ≤ -0.211 gini = 0.391 samples = 13 value = [0, 1, 0, 0, 0, 1, 0, 0, 1, 10] class = butterfly 1268->1284 1270 X 13642 ≤ -0.905 gini = 0.833 samples = 12 value = [2, 2, 0, 1, 0, 2, 1, 1, 3, 0] class = chicken 1269->1270 1283 gini = 0.0 samples = 6 value = [0, 0, 0, 0, 6, 0, 0, 0, 0, 0] class = squirrel 1269->1283 1271 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 0, 3, 0] class = chicken 1270->1271 1272 X 19625 ≤ 1.518 gini = 0.815 samples = 9 value = [2, 2, 0, 1, 0, 2, 1, 1, 0, 0] class = spider 1270->1272 1273 X 9727 ≤ -0.244 gini = 0.776 samples = 7 value = [0, 2, 0, 1, 0, 2, 1, 1, 0, 0] class = sheep 1272->1273 1282 gini = 0.0 samples = 2 value = [2, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 1272->1282 1274 X 7162 ≤ -0.667 gini = 0.72 samples = 5 value = [0, 0, 0, 1, 0, 2, 1, 1, 0, 0] class = cow 1273->1274 1281 gini = 0.0 samples = 2 value = [0, 2, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 1273->1281 1275 X 16363 ≤ -0.595 gini = 0.667 samples = 3 value = [0, 0, 0, 1, 0, 0, 1, 1, 0, 0] class = dog 1274->1275 1280 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 2, 0, 0, 0, 0] class = cow 1274->1280 1276 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 1275->1276 1277 X 15880 ≤ -0.093 gini = 0.5 samples = 2 value = [0, 0, 0, 1, 0, 0, 0, 1, 0, 0] class = dog 1275->1277 1278 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 1277->1278 1279 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 1277->1279 1285 X 3595 ≤ -0.848 gini = 0.667 samples = 3 value = [0, 1, 0, 0, 0, 1, 0, 0, 1, 0] class = sheep 1284->1285 1290 gini = 0.0 samples = 10 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 10] class = butterfly 1284->1290 1286 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 1285->1286 1287 X 12172 ≤ 0.212 gini = 0.5 samples = 2 value = [0, 1, 0, 0, 0, 0, 0, 0, 1, 0] class = sheep 1285->1287 1288 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 1287->1288 1289 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 1287->1289 1292 gini = 0.0 samples = 16 value = [0, 0, 0, 0, 16, 0, 0, 0, 0, 0] class = squirrel 1291->1292 1293 X 12923 ≤ 1.119 gini = 0.827 samples = 15 value = [4, 2, 1, 2, 3, 0, 1, 0, 2, 0] class = spider 1291->1293 1294 X 12287 ≤ -0.479 gini = 0.81 samples = 11 value = [0, 2, 1, 2, 3, 0, 1, 0, 2, 0] class = squirrel 1293->1294 1305 gini = 0.0 samples = 4 value = [4, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 1293->1305 1295 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 3, 0, 0, 0, 0, 0] class = squirrel 1294->1295 1296 X 17705 ≤ 0.373 gini = 0.781 samples = 8 value = [0, 2, 1, 2, 0, 0, 1, 0, 2, 0] class = sheep 1294->1296 1297 X 13612 ≤ -0.776 gini = 0.722 samples = 6 value = [0, 0, 1, 2, 0, 0, 1, 0, 2, 0] class = dog 1296->1297 1304 gini = 0.0 samples = 2 value = [0, 2, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 1296->1304 1298 gini = 0.0 samples = 2 value = [0, 0, 0, 2, 0, 0, 0, 0, 0, 0] class = dog 1297->1298 1299 X 18009 ≤ 0.48 gini = 0.625 samples = 4 value = [0, 0, 1, 0, 0, 0, 1, 0, 2, 0] class = chicken 1297->1299 1300 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 2, 0] class = chicken 1299->1300 1301 X 19917 ≤ 1.936 gini = 0.5 samples = 2 value = [0, 0, 1, 0, 0, 0, 1, 0, 0, 0] class = elephant 1299->1301 1302 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 1301->1302 1303 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 1301->1303 1307 X 12090 ≤ 0.051 gini = 0.892 samples = 2091 value = [113, 128, 178, 255, 273, 209, 219, 218, 308, 190] class = chicken 1306->1307 2454 X 12280 ≤ 1.809 gini = 0.848 samples = 1088 value = [40, 37, 287, 61, 195, 43, 135, 64, 153, 73] class = elephant 1306->2454 1308 X 11083 ≤ 1.917 gini = 0.888 samples = 1259 value = [57, 70, 96, 188, 183, 147, 174, 129, 110, 105] class = dog 1307->1308 2015 X 14510 ≤ 2.181 gini = 0.876 samples = 832 value = [56, 58, 82, 67, 90, 62, 45, 89, 198, 85] class = chicken 1307->2015 1309 X 5962 ≤ 0.944 gini = 0.891 samples = 1142 value = [57, 66, 94, 164, 171, 129, 125, 126, 106, 104] class = squirrel 1308->1309 1960 X 16986 ≤ 0.313 gini = 0.745 samples = 117 value = [0, 4, 2, 24, 12, 18, 49, 3, 4, 1] class = horse 1308->1960 1310 X 5358 ≤ -1.08 gini = 0.893 samples = 893 value = [51, 54, 86, 87, 136, 105, 103, 87, 94, 90] class = squirrel 1309->1310 1823 X 7511 ≤ -0.399 gini = 0.834 samples = 249 value = [6, 12, 8, 77, 35, 24, 22, 39, 12, 14] class = dog 1309->1823 1311 X 7067 ≤ -1.211 gini = 0.775 samples = 67 value = [4, 5, 1, 5, 4, 13, 27, 5, 2, 1] class = horse 1310->1311 1348 X 15686 ≤ -1.073 gini = 0.893 samples = 826 value = [47, 49, 85, 82, 132, 92, 76, 82, 92, 89] class = squirrel 1310->1348 1312 gini = 0.0 samples = 7 value = [0, 0, 0, 0, 0, 7, 0, 0, 0, 0] class = cow 1311->1312 1313 X 11480 ≤ 0.514 gini = 0.756 samples = 60 value = [4, 5, 1, 5, 4, 6, 27, 5, 2, 1] class = horse 1311->1313 1314 X 14173 ≤ 0.933 gini = 0.571 samples = 41 value = [0, 0, 0, 3, 3, 4, 26, 3, 1, 1] class = horse 1313->1314 1331 X 13557 ≤ -0.948 gini = 0.842 samples = 19 value = [4, 5, 1, 2, 1, 2, 1, 2, 1, 0] class = sheep 1313->1331 1315 X 4050 ≤ -0.589 gini = 0.398 samples = 34 value = [0, 0, 0, 3, 3, 0, 26, 0, 1, 1] class = horse 1314->1315 1328 X 3706 ≤ -0.901 gini = 0.49 samples = 7 value = [0, 0, 0, 0, 0, 4, 0, 3, 0, 0] class = cow 1314->1328 1316 X 16965 ≤ 1.844 gini = 0.074 samples = 26 value = [0, 0, 0, 1, 0, 0, 25, 0, 0, 0] class = horse 1315->1316 1319 X 9398 ≤ -1.029 gini = 0.75 samples = 8 value = [0, 0, 0, 2, 3, 0, 1, 0, 1, 1] class = squirrel 1315->1319 1317 gini = 0.0 samples = 25 value = [0, 0, 0, 0, 0, 0, 25, 0, 0, 0] class = horse 1316->1317 1318 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 1316->1318 1320 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 3, 0, 0, 0, 0, 0] class = squirrel 1319->1320 1321 X 2483 ≤ -0.459 gini = 0.72 samples = 5 value = [0, 0, 0, 2, 0, 0, 1, 0, 1, 1] class = dog 1319->1321 1322 X 16805 ≤ -0.376 gini = 0.667 samples = 3 value = [0, 0, 0, 0, 0, 0, 1, 0, 1, 1] class = horse 1321->1322 1327 gini = 0.0 samples = 2 value = [0, 0, 0, 2, 0, 0, 0, 0, 0, 0] class = dog 1321->1327 1323 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 1322->1323 1324 X 6651 ≤ 0.178 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 0, 0, 1, 0, 1, 0] class = horse 1322->1324 1325 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 1324->1325 1326 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 1324->1326 1329 gini = 0.0 samples = 4 value = [0, 0, 0, 0, 0, 4, 0, 0, 0, 0] class = cow 1328->1329 1330 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 3, 0, 0] class = cat 1328->1330 1332 gini = 0.0 samples = 5 value = [0, 5, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 1331->1332 1333 X 16329 ≤ -0.861 gini = 0.837 samples = 14 value = [4, 0, 1, 2, 1, 2, 1, 2, 1, 0] class = spider 1331->1333 1334 gini = 0.0 samples = 4 value = [4, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 1333->1334 1335 X 9748 ≤ -1.085 gini = 0.84 samples = 10 value = [0, 0, 1, 2, 1, 2, 1, 2, 1, 0] class = dog 1333->1335 1336 gini = 0.0 samples = 2 value = [0, 0, 0, 2, 0, 0, 0, 0, 0, 0] class = dog 1335->1336 1337 X 9990 ≤ 0.31 gini = 0.812 samples = 8 value = [0, 0, 1, 0, 1, 2, 1, 2, 1, 0] class = cow 1335->1337 1338 X 10487 ≤ -0.736 gini = 0.778 samples = 6 value = [0, 0, 1, 0, 1, 0, 1, 2, 1, 0] class = cat 1337->1338 1347 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 2, 0, 0, 0, 0] class = cow 1337->1347 1339 X 18814 ≤ -0.442 gini = 0.75 samples = 4 value = [0, 0, 1, 0, 1, 0, 1, 0, 1, 0] class = elephant 1338->1339 1346 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 2, 0, 0] class = cat 1338->1346 1340 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 1339->1340 1341 X 18507 ≤ 0.168 gini = 0.667 samples = 3 value = [0, 0, 1, 0, 1, 0, 0, 0, 1, 0] class = elephant 1339->1341 1342 X 18810 ≤ 1.287 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 1, 0, 0, 0, 1, 0] class = squirrel 1341->1342 1345 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 1341->1345 1343 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 1342->1343 1344 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 1342->1344 1349 X 11255 ≤ 0.737 gini = 0.56 samples = 19 value = [12, 1, 1, 0, 3, 0, 0, 0, 2, 0] class = spider 1348->1349 1360 X 17167 ≤ 0.613 gini = 0.891 samples = 807 value = [35, 48, 84, 82, 129, 92, 76, 82, 90, 89] class = squirrel 1348->1360 1350 X 18391 ≤ 2.957 gini = 0.142 samples = 13 value = [12, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = spider 1349->1350 1353 X 4009 ≤ 1.164 gini = 0.667 samples = 6 value = [0, 1, 1, 0, 3, 0, 0, 0, 1, 0] class = squirrel 1349->1353 1351 gini = 0.0 samples = 12 value = [12, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 1350->1351 1352 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 1350->1352 1354 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 3, 0, 0, 0, 0, 0] class = squirrel 1353->1354 1355 X 1680 ≤ -0.89 gini = 0.667 samples = 3 value = [0, 1, 1, 0, 0, 0, 0, 0, 1, 0] class = sheep 1353->1355 1356 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 1355->1356 1357 X 10788 ≤ 1.519 gini = 0.5 samples = 2 value = [0, 1, 1, 0, 0, 0, 0, 0, 0, 0] class = sheep 1355->1357 1358 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 1357->1358 1359 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 1357->1359 1361 X 3140 ≤ -1.03 gini = 0.888 samples = 558 value = [25, 37, 69, 57, 95, 37, 46, 71, 54, 67] class = squirrel 1360->1361 1684 X 1750 ≤ -0.563 gini = 0.87 samples = 249 value = [10, 11, 15, 25, 34, 55, 30, 11, 36, 22] class = cow 1360->1684 1362 X 12929 ≤ 0.506 gini = 0.436 samples = 15 value = [0, 0, 0, 11, 0, 1, 2, 1, 0, 0] class = dog 1361->1362 1369 X 11065 ≤ -0.735 gini = 0.887 samples = 543 value = [25, 37, 69, 46, 95, 36, 44, 70, 54, 67] class = squirrel 1361->1369 1363 gini = 0.0 samples = 11 value = [0, 0, 0, 11, 0, 0, 0, 0, 0, 0] class = dog 1362->1363 1364 X 3438 ≤ -0.862 gini = 0.625 samples = 4 value = [0, 0, 0, 0, 0, 1, 2, 1, 0, 0] class = horse 1362->1364 1365 X 9110 ≤ 1.574 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 0, 1, 0, 1, 0, 0] class = cow 1364->1365 1368 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 2, 0, 0, 0] class = horse 1364->1368 1366 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 1365->1366 1367 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 1365->1367 1370 X 6730 ≤ -0.36 gini = 0.843 samples = 120 value = [7, 12, 6, 20, 36, 8, 12, 6, 8, 5] class = squirrel 1369->1370 1439 X 8281 ≤ 1.984 gini = 0.883 samples = 423 value = [18, 25, 63, 26, 59, 28, 32, 64, 46, 62] class = cat 1369->1439 1371 X 10610 ≤ -0.113 gini = 0.672 samples = 48 value = [5, 4, 3, 2, 26, 4, 0, 1, 3, 0] class = squirrel 1370->1371 1394 X 13129 ≤ 0.48 gini = 0.858 samples = 72 value = [2, 8, 3, 18, 10, 4, 12, 5, 5, 5] class = dog 1370->1394 1372 X 12310 ≤ -0.935 gini = 0.843 samples = 23 value = [4, 3, 3, 2, 5, 4, 0, 0, 2, 0] class = squirrel 1371->1372 1385 X 14775 ≤ 0.66 gini = 0.288 samples = 25 value = [1, 1, 0, 0, 21, 0, 0, 1, 1, 0] class = squirrel 1371->1385 1373 gini = 0.0 samples = 4 value = [4, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 1372->1373 1374 X 5981 ≤ 0.572 gini = 0.814 samples = 19 value = [0, 3, 3, 2, 5, 4, 0, 0, 2, 0] class = squirrel 1372->1374 1375 X 12216 ≤ -0.673 gini = 0.786 samples = 14 value = [0, 3, 3, 2, 0, 4, 0, 0, 2, 0] class = cow 1374->1375 1384 gini = 0.0 samples = 5 value = [0, 0, 0, 0, 5, 0, 0, 0, 0, 0] class = squirrel 1374->1384 1376 gini = 0.0 samples = 4 value = [0, 0, 0, 0, 0, 4, 0, 0, 0, 0] class = cow 1375->1376 1377 X 15075 ≤ -0.238 gini = 0.74 samples = 10 value = [0, 3, 3, 2, 0, 0, 0, 0, 2, 0] class = sheep 1375->1377 1378 gini = 0.0 samples = 3 value = [0, 3, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 1377->1378 1379 X 7140 ≤ -0.683 gini = 0.653 samples = 7 value = [0, 0, 3, 2, 0, 0, 0, 0, 2, 0] class = elephant 1377->1379 1380 gini = 0.0 samples = 3 value = [0, 0, 3, 0, 0, 0, 0, 0, 0, 0] class = elephant 1379->1380 1381 X 12455 ≤ 0.201 gini = 0.5 samples = 4 value = [0, 0, 0, 2, 0, 0, 0, 0, 2, 0] class = dog 1379->1381 1382 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 2, 0] class = chicken 1381->1382 1383 gini = 0.0 samples = 2 value = [0, 0, 0, 2, 0, 0, 0, 0, 0, 0] class = dog 1381->1383 1386 X 7614 ≤ -0.994 gini = 0.087 samples = 22 value = [1, 0, 0, 0, 21, 0, 0, 0, 0, 0] class = squirrel 1385->1386 1389 X 1204 ≤ -0.472 gini = 0.667 samples = 3 value = [0, 1, 0, 0, 0, 0, 0, 1, 1, 0] class = sheep 1385->1389 1387 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 1386->1387 1388 gini = 0.0 samples = 21 value = [0, 0, 0, 0, 21, 0, 0, 0, 0, 0] class = squirrel 1386->1388 1390 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 1389->1390 1391 X 13955 ≤ -0.582 gini = 0.5 samples = 2 value = [0, 1, 0, 0, 0, 0, 0, 0, 1, 0] class = sheep 1389->1391 1392 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 1391->1392 1393 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 1391->1393 1395 X 5073 ≤ 1.153 gini = 0.864 samples = 53 value = [1, 8, 3, 5, 9, 3, 12, 3, 5, 4] class = horse 1394->1395 1428 X 6800 ≤ -0.081 gini = 0.51 samples = 19 value = [1, 0, 0, 13, 1, 1, 0, 2, 0, 1] class = dog 1394->1428 1396 X 8204 ≤ 1.424 gini = 0.866 samples = 42 value = [1, 8, 3, 5, 9, 3, 3, 2, 5, 3] class = squirrel 1395->1396 1423 X 12350 ≤ 1.579 gini = 0.314 samples = 11 value = [0, 0, 0, 0, 0, 0, 9, 1, 0, 1] class = horse 1395->1423 1397 X 15057 ≤ 0.067 gini = 0.859 samples = 35 value = [1, 1, 3, 5, 9, 3, 3, 2, 5, 3] class = squirrel 1396->1397 1422 gini = 0.0 samples = 7 value = [0, 7, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 1396->1422 1398 X 12956 ≤ -0.544 gini = 0.87 samples = 26 value = [1, 1, 1, 5, 2, 3, 3, 2, 5, 3] class = dog 1397->1398 1419 X 14912 ≤ -0.874 gini = 0.346 samples = 9 value = [0, 0, 2, 0, 7, 0, 0, 0, 0, 0] class = squirrel 1397->1419 1399 gini = 0.0 samples = 5 value = [0, 0, 0, 5, 0, 0, 0, 0, 0, 0] class = dog 1398->1399 1400 X 4571 ≤ 0.107 gini = 0.857 samples = 21 value = [1, 1, 1, 0, 2, 3, 3, 2, 5, 3] class = chicken 1398->1400 1401 X 9308 ≤ 0.793 gini = 0.844 samples = 15 value = [1, 1, 1, 0, 2, 3, 3, 1, 0, 3] class = cow 1400->1401 1416 X 3940 ≤ 2.02 gini = 0.278 samples = 6 value = [0, 0, 0, 0, 0, 0, 0, 1, 5, 0] class = chicken 1400->1416 1402 X 12337 ≤ -0.697 gini = 0.819 samples = 12 value = [1, 1, 1, 0, 2, 3, 3, 1, 0, 0] class = cow 1401->1402 1415 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 3] class = butterfly 1401->1415 1403 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 3, 0, 0, 0, 0] class = cow 1402->1403 1404 X 9874 ≤ 0.156 gini = 0.79 samples = 9 value = [1, 1, 1, 0, 2, 0, 3, 1, 0, 0] class = horse 1402->1404 1405 X 4261 ≤ -0.57 gini = 0.778 samples = 6 value = [1, 1, 1, 0, 2, 0, 0, 1, 0, 0] class = squirrel 1404->1405 1414 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 3, 0, 0, 0] class = horse 1404->1414 1406 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 2, 0, 0, 0, 0, 0] class = squirrel 1405->1406 1407 X 14370 ≤ 0.095 gini = 0.75 samples = 4 value = [1, 1, 1, 0, 0, 0, 0, 1, 0, 0] class = spider 1405->1407 1408 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 1407->1408 1409 X 3828 ≤ -0.051 gini = 0.667 samples = 3 value = [1, 1, 1, 0, 0, 0, 0, 0, 0, 0] class = spider 1407->1409 1410 X 11328 ≤ 0.965 gini = 0.5 samples = 2 value = [1, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 1409->1410 1413 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 1409->1413 1411 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 1410->1411 1412 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 1410->1412 1417 gini = 0.0 samples = 5 value = [0, 0, 0, 0, 0, 0, 0, 0, 5, 0] class = chicken 1416->1417 1418 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 1416->1418 1420 gini = 0.0 samples = 2 value = [0, 0, 2, 0, 0, 0, 0, 0, 0, 0] class = elephant 1419->1420 1421 gini = 0.0 samples = 7 value = [0, 0, 0, 0, 7, 0, 0, 0, 0, 0] class = squirrel 1419->1421 1424 gini = 0.0 samples = 9 value = [0, 0, 0, 0, 0, 0, 9, 0, 0, 0] class = horse 1423->1424 1425 X 11029 ≤ 0.301 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 1] class = cat 1423->1425 1426 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 1425->1426 1427 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 1425->1427 1429 gini = 0.0 samples = 13 value = [0, 0, 0, 13, 0, 0, 0, 0, 0, 0] class = dog 1428->1429 1430 X 12368 ≤ 0.193 gini = 0.778 samples = 6 value = [1, 0, 0, 0, 1, 1, 0, 2, 0, 1] class = cat 1428->1430 1431 X 12928 ≤ -0.155 gini = 0.75 samples = 4 value = [1, 0, 0, 0, 1, 1, 0, 0, 0, 1] class = spider 1430->1431 1438 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 2, 0, 0] class = cat 1430->1438 1432 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 1431->1432 1433 X 9908 ≤ -0.607 gini = 0.667 samples = 3 value = [0, 0, 0, 0, 1, 1, 0, 0, 0, 1] class = squirrel 1431->1433 1434 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 1433->1434 1435 X 11119 ≤ -0.694 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 1, 1, 0, 0, 0, 0] class = squirrel 1433->1435 1436 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 1435->1436 1437 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 1435->1437 1440 X 11898 ≤ -0.655 gini = 0.884 samples = 397 value = [18, 24, 58, 26, 44, 27, 30, 64, 45, 61] class = cat 1439->1440 1671 X 6525 ≤ -0.577 gini = 0.618 samples = 26 value = [0, 1, 5, 0, 15, 1, 2, 0, 1, 1] class = squirrel 1439->1671 1441 X 16849 ≤ 1.224 gini = 0.849 samples = 75 value = [8, 2, 2, 6, 20, 5, 12, 2, 7, 11] class = squirrel 1440->1441 1488 X 8860 ≤ 1.523 gini = 0.872 samples = 322 value = [10, 22, 56, 20, 24, 22, 18, 62, 38, 50] class = cat 1440->1488 1442 X 18875 ≤ 0.808 gini = 0.873 samples = 58 value = [7, 2, 2, 6, 7, 5, 11, 2, 6, 10] class = horse 1441->1442 1479 X 10489 ≤ 0.582 gini = 0.401 samples = 17 value = [1, 0, 0, 0, 13, 0, 1, 0, 1, 1] class = squirrel 1441->1479 1443 X 7422 ≤ -0.839 gini = 0.866 samples = 46 value = [7, 2, 2, 5, 6, 5, 10, 2, 6, 1] class = horse 1442->1443 1472 X 7084 ≤ -0.844 gini = 0.417 samples = 12 value = [0, 0, 0, 1, 1, 0, 1, 0, 0, 9] class = butterfly 1442->1472 1444 X 9396 ≤ 1.559 gini = 0.245 samples = 7 value = [6, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 1443->1444 1447 X 8976 ≤ 0.082 gini = 0.847 samples = 39 value = [1, 1, 2, 5, 6, 5, 10, 2, 6, 1] class = horse 1443->1447 1445 gini = 0.0 samples = 6 value = [6, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 1444->1445 1446 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 1444->1446 1448 X 11051 ≤ 1.115 gini = 0.84 samples = 24 value = [1, 1, 2, 5, 4, 2, 0, 2, 6, 1] class = chicken 1447->1448 1467 X 8011 ≤ -0.214 gini = 0.498 samples = 15 value = [0, 0, 0, 0, 2, 3, 10, 0, 0, 0] class = horse 1447->1467 1449 X 12717 ≤ 0.053 gini = 0.814 samples = 19 value = [1, 1, 2, 0, 4, 2, 0, 2, 6, 1] class = chicken 1448->1449 1466 gini = 0.0 samples = 5 value = [0, 0, 0, 5, 0, 0, 0, 0, 0, 0] class = dog 1448->1466 1450 X 9678 ≤ -0.238 gini = 0.806 samples = 12 value = [1, 1, 1, 0, 4, 2, 0, 2, 0, 1] class = squirrel 1449->1450 1463 X 15368 ≤ 0.601 gini = 0.245 samples = 7 value = [0, 0, 1, 0, 0, 0, 0, 0, 6, 0] class = chicken 1449->1463 1451 X 8709 ≤ -0.706 gini = 0.812 samples = 8 value = [1, 1, 1, 0, 0, 2, 0, 2, 0, 1] class = cow 1450->1451 1462 gini = 0.0 samples = 4 value = [0, 0, 0, 0, 4, 0, 0, 0, 0, 0] class = squirrel 1450->1462 1452 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 2, 0, 0, 0, 0] class = cow 1451->1452 1453 X 12593 ≤ -0.021 gini = 0.778 samples = 6 value = [1, 1, 1, 0, 0, 0, 0, 2, 0, 1] class = cat 1451->1453 1454 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 2, 0, 0] class = cat 1453->1454 1455 X 3935 ≤ -0.496 gini = 0.75 samples = 4 value = [1, 1, 1, 0, 0, 0, 0, 0, 0, 1] class = spider 1453->1455 1456 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 1455->1456 1457 X 4689 ≤ -0.386 gini = 0.667 samples = 3 value = [1, 1, 1, 0, 0, 0, 0, 0, 0, 0] class = spider 1455->1457 1458 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 1457->1458 1459 X 6581 ≤ -0.139 gini = 0.5 samples = 2 value = [1, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = spider 1457->1459 1460 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 1459->1460 1461 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 1459->1461 1464 gini = 0.0 samples = 6 value = [0, 0, 0, 0, 0, 0, 0, 0, 6, 0] class = chicken 1463->1464 1465 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 1463->1465 1468 X 4981 ≤ 0.706 gini = 0.48 samples = 5 value = [0, 0, 0, 0, 2, 3, 0, 0, 0, 0] class = cow 1467->1468 1471 gini = 0.0 samples = 10 value = [0, 0, 0, 0, 0, 0, 10, 0, 0, 0] class = horse 1467->1471 1469 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 3, 0, 0, 0, 0] class = cow 1468->1469 1470 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 2, 0, 0, 0, 0, 0] class = squirrel 1468->1470 1473 X 19854 ≤ -0.795 gini = 0.667 samples = 3 value = [0, 0, 0, 1, 1, 0, 1, 0, 0, 0] class = dog 1472->1473 1478 gini = 0.0 samples = 9 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 9] class = butterfly 1472->1478 1474 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 1473->1474 1475 X 8769 ≤ 0.558 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 1, 0, 1, 0, 0, 0] class = squirrel 1473->1475 1476 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 1475->1476 1477 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 1475->1477 1480 gini = 0.0 samples = 13 value = [0, 0, 0, 0, 13, 0, 0, 0, 0, 0] class = squirrel 1479->1480 1481 X 7191 ≤ -0.681 gini = 0.75 samples = 4 value = [1, 0, 0, 0, 0, 0, 1, 0, 1, 1] class = spider 1479->1481 1482 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 1481->1482 1483 X 11348 ≤ 1.282 gini = 0.667 samples = 3 value = [0, 0, 0, 0, 0, 0, 1, 0, 1, 1] class = horse 1481->1483 1484 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 1483->1484 1485 X 10207 ≤ -0.204 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 0, 0, 1, 0, 1, 0] class = horse 1483->1485 1486 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 1485->1486 1487 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 1485->1487 1489 X 11663 ≤ 2.084 gini = 0.875 samples = 308 value = [10, 20, 55, 20, 24, 22, 18, 51, 38, 50] class = elephant 1488->1489 1666 X 11641 ≤ -0.675 gini = 0.357 samples = 14 value = [0, 2, 1, 0, 0, 0, 0, 11, 0, 0] class = cat 1488->1666 1490 X 16229 ≤ 0.401 gini = 0.871 samples = 299 value = [9, 19, 55, 13, 24, 22, 18, 51, 38, 50] class = elephant 1489->1490 1661 X 7456 ≤ 0.027 gini = 0.37 samples = 9 value = [1, 1, 0, 7, 0, 0, 0, 0, 0, 0] class = dog 1489->1661 1491 X 14930 ≤ -0.181 gini = 0.86 samples = 178 value = [3, 8, 17, 9, 15, 17, 12, 41, 21, 35] class = cat 1490->1491 1594 X 16038 ≤ 0.225 gini = 0.838 samples = 121 value = [6, 11, 38, 4, 9, 5, 6, 10, 17, 15] class = elephant 1490->1594 1492 X 11253 ≤ -0.496 gini = 0.852 samples = 91 value = [2, 4, 13, 0, 11, 9, 5, 9, 17, 21] class = butterfly 1491->1492 1547 X 10954 ≤ 1.015 gini = 0.805 samples = 87 value = [1, 4, 4, 9, 4, 8, 7, 32, 4, 14] class = cat 1491->1547 1493 X 12737 ≤ -0.31 gini = 0.585 samples = 20 value = [0, 2, 0, 0, 4, 1, 1, 0, 0, 12] class = butterfly 1492->1493 1502 X 4680 ≤ 0.096 gini = 0.85 samples = 71 value = [2, 2, 13, 0, 7, 8, 4, 9, 17, 9] class = chicken 1492->1502 1494 X 4924 ≤ -0.284 gini = 0.571 samples = 7 value = [0, 2, 0, 0, 4, 0, 1, 0, 0, 0] class = squirrel 1493->1494 1499 X 1469 ≤ 0.251 gini = 0.142 samples = 13 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 12] class = butterfly 1493->1499 1495 gini = 0.0 samples = 4 value = [0, 0, 0, 0, 4, 0, 0, 0, 0, 0] class = squirrel 1494->1495 1496 X 3152 ≤ 0.921 gini = 0.444 samples = 3 value = [0, 2, 0, 0, 0, 0, 1, 0, 0, 0] class = sheep 1494->1496 1497 gini = 0.0 samples = 2 value = [0, 2, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 1496->1497 1498 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 1496->1498 1500 gini = 0.0 samples = 12 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 12] class = butterfly 1499->1500 1501 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 1499->1501 1503 X 2399 ≤ -0.397 gini = 0.844 samples = 50 value = [2, 2, 13, 0, 4, 8, 2, 8, 4, 7] class = elephant 1502->1503 1536 X 6494 ≤ 0.506 gini = 0.576 samples = 21 value = [0, 0, 0, 0, 3, 0, 2, 1, 13, 2] class = chicken 1502->1536 1504 X 11721 ≤ 1.033 gini = 0.856 samples = 39 value = [2, 2, 4, 0, 4, 8, 1, 7, 4, 7] class = cow 1503->1504 1531 X 3083 ≤ 1.453 gini = 0.314 samples = 11 value = [0, 0, 9, 0, 0, 0, 1, 1, 0, 0] class = elephant 1503->1531 1505 X 4490 ≤ -0.667 gini = 0.836 samples = 30 value = [2, 2, 4, 0, 3, 7, 1, 7, 4, 0] class = cow 1504->1505 1526 X 9531 ≤ 1.055 gini = 0.37 samples = 9 value = [0, 0, 0, 0, 1, 1, 0, 0, 0, 7] class = butterfly 1504->1526 1506 X 17442 ≤ 1.341 gini = 0.245 samples = 7 value = [0, 1, 0, 0, 0, 0, 0, 6, 0, 0] class = cat 1505->1506 1509 X 7785 ≤ 0.213 gini = 0.817 samples = 23 value = [2, 1, 4, 0, 3, 7, 1, 1, 4, 0] class = cow 1505->1509 1507 gini = 0.0 samples = 6 value = [0, 0, 0, 0, 0, 0, 0, 6, 0, 0] class = cat 1506->1507 1508 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 1506->1508 1510 X 12615 ≤ -0.017 gini = 0.812 samples = 16 value = [2, 1, 4, 0, 3, 1, 1, 0, 4, 0] class = elephant 1509->1510 1523 X 13803 ≤ -0.739 gini = 0.245 samples = 7 value = [0, 0, 0, 0, 0, 6, 0, 1, 0, 0] class = cow 1509->1523 1511 X 13277 ≤ -0.008 gini = 0.778 samples = 12 value = [2, 1, 4, 0, 3, 1, 1, 0, 0, 0] class = elephant 1510->1511 1522 gini = 0.0 samples = 4 value = [0, 0, 0, 0, 0, 0, 0, 0, 4, 0] class = chicken 1510->1522 1512 gini = 0.0 samples = 4 value = [0, 0, 4, 0, 0, 0, 0, 0, 0, 0] class = elephant 1511->1512 1513 X 15833 ≤ 0.344 gini = 0.75 samples = 8 value = [2, 1, 0, 0, 3, 1, 1, 0, 0, 0] class = squirrel 1511->1513 1514 X 4551 ≤ -0.584 gini = 0.72 samples = 5 value = [2, 1, 0, 0, 0, 1, 1, 0, 0, 0] class = spider 1513->1514 1521 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 3, 0, 0, 0, 0, 0] class = squirrel 1513->1521 1515 X 13842 ≤ 0.229 gini = 0.667 samples = 3 value = [0, 1, 0, 0, 0, 1, 1, 0, 0, 0] class = sheep 1514->1515 1520 gini = 0.0 samples = 2 value = [2, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 1514->1520 1516 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 1515->1516 1517 X 5227 ≤ -0.185 gini = 0.5 samples = 2 value = [0, 1, 0, 0, 0, 1, 0, 0, 0, 0] class = sheep 1515->1517 1518 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 1517->1518 1519 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 1517->1519 1524 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 1523->1524 1525 gini = 0.0 samples = 6 value = [0, 0, 0, 0, 0, 6, 0, 0, 0, 0] class = cow 1523->1525 1527 gini = 0.0 samples = 7 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 7] class = butterfly 1526->1527 1528 X 7550 ≤ -0.462 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 1, 1, 0, 0, 0, 0] class = squirrel 1526->1528 1529 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 1528->1529 1530 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 1528->1530 1532 gini = 0.0 samples = 9 value = [0, 0, 9, 0, 0, 0, 0, 0, 0, 0] class = elephant 1531->1532 1533 X 14375 ≤ -0.038 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 0, 0, 1, 1, 0, 0] class = horse 1531->1533 1534 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 1533->1534 1535 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 1533->1535 1537 X 13733 ≤ 0.074 gini = 0.133 samples = 14 value = [0, 0, 0, 0, 0, 0, 0, 0, 13, 1] class = chicken 1536->1537 1540 X 16398 ≤ 0.319 gini = 0.694 samples = 7 value = [0, 0, 0, 0, 3, 0, 2, 1, 0, 1] class = squirrel 1536->1540 1538 gini = 0.0 samples = 13 value = [0, 0, 0, 0, 0, 0, 0, 0, 13, 0] class = chicken 1537->1538 1539 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 1537->1539 1541 X 12911 ≤ 0.255 gini = 0.625 samples = 4 value = [0, 0, 0, 0, 0, 0, 2, 1, 0, 1] class = horse 1540->1541 1546 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 3, 0, 0, 0, 0, 0] class = squirrel 1540->1546 1542 X 11095 ≤ 0.228 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 1] class = cat 1541->1542 1545 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 2, 0, 0, 0] class = horse 1541->1545 1543 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 1542->1543 1544 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 1542->1544 1548 X 16476 ≤ -0.198 gini = 0.792 samples = 80 value = [1, 4, 4, 9, 4, 8, 7, 32, 4, 7] class = cat 1547->1548 1593 gini = 0.0 samples = 7 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 7] class = butterfly 1547->1593 1549 X 9310 ≤ -0.847 gini = 0.853 samples = 30 value = [1, 1, 0, 4, 2, 6, 5, 3, 2, 6] class = cow 1548->1549 1568 X 15214 ≤ -0.291 gini = 0.637 samples = 50 value = [0, 3, 4, 5, 2, 2, 2, 29, 2, 1] class = cat 1548->1568 1550 gini = 0.0 samples = 5 value = [0, 0, 0, 0, 0, 0, 5, 0, 0, 0] class = horse 1549->1550 1551 X 17624 ≤ -0.377 gini = 0.829 samples = 25 value = [1, 1, 0, 4, 2, 6, 0, 3, 2, 6] class = cow 1549->1551 1552 X 18478 ≤ -0.277 gini = 0.494 samples = 9 value = [1, 0, 0, 0, 0, 6, 0, 0, 2, 0] class = cow 1551->1552 1557 X 9154 ≤ -0.172 gini = 0.742 samples = 16 value = [0, 1, 0, 4, 2, 0, 0, 3, 0, 6] class = butterfly 1551->1557 1553 gini = 0.0 samples = 6 value = [0, 0, 0, 0, 0, 6, 0, 0, 0, 0] class = cow 1552->1553 1554 X 11770 ≤ 0.503 gini = 0.444 samples = 3 value = [1, 0, 0, 0, 0, 0, 0, 0, 2, 0] class = chicken 1552->1554 1555 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 2, 0] class = chicken 1554->1555 1556 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 1554->1556 1558 X 10233 ≤ -1.006 gini = 0.245 samples = 7 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 6] class = butterfly 1557->1558 1561 X 15046 ≤ 0.01 gini = 0.667 samples = 9 value = [0, 1, 0, 4, 1, 0, 0, 3, 0, 0] class = dog 1557->1561 1559 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 1558->1559 1560 gini = 0.0 samples = 6 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 6] class = butterfly 1558->1560 1562 X 19446 ≤ 0.845 gini = 0.56 samples = 5 value = [0, 1, 0, 0, 1, 0, 0, 3, 0, 0] class = cat 1561->1562 1567 gini = 0.0 samples = 4 value = [0, 0, 0, 4, 0, 0, 0, 0, 0, 0] class = dog 1561->1567 1563 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 3, 0, 0] class = cat 1562->1563 1564 X 8626 ≤ -0.552 gini = 0.5 samples = 2 value = [0, 1, 0, 0, 1, 0, 0, 0, 0, 0] class = sheep 1562->1564 1565 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 1564->1565 1566 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 1564->1566 1569 gini = 0.0 samples = 18 value = [0, 0, 0, 0, 0, 0, 0, 18, 0, 0] class = cat 1568->1569 1570 X 11284 ≤ -0.051 gini = 0.816 samples = 32 value = [0, 3, 4, 5, 2, 2, 2, 11, 2, 1] class = cat 1568->1570 1571 X 12834 ≤ 0.6 gini = 0.809 samples = 15 value = [0, 3, 3, 4, 2, 1, 0, 0, 2, 0] class = dog 1570->1571 1582 X 11761 ≤ 0.36 gini = 0.554 samples = 17 value = [0, 0, 1, 1, 0, 1, 2, 11, 0, 1] class = cat 1570->1582 1572 X 8575 ≤ -0.769 gini = 0.777 samples = 11 value = [0, 3, 3, 0, 2, 1, 0, 0, 2, 0] class = sheep 1571->1572 1581 gini = 0.0 samples = 4 value = [0, 0, 0, 4, 0, 0, 0, 0, 0, 0] class = dog 1571->1581 1573 gini = 0.0 samples = 3 value = [0, 3, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 1572->1573 1574 X 10264 ≤ -0.095 gini = 0.719 samples = 8 value = [0, 0, 3, 0, 2, 1, 0, 0, 2, 0] class = elephant 1572->1574 1575 X 13916 ≤ 0.363 gini = 0.64 samples = 5 value = [0, 0, 0, 0, 2, 1, 0, 0, 2, 0] class = squirrel 1574->1575 1580 gini = 0.0 samples = 3 value = [0, 0, 3, 0, 0, 0, 0, 0, 0, 0] class = elephant 1574->1580 1576 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 2, 0, 0, 0, 0, 0] class = squirrel 1575->1576 1577 X 14167 ≤ 1.126 gini = 0.444 samples = 3 value = [0, 0, 0, 0, 0, 1, 0, 0, 2, 0] class = chicken 1575->1577 1578 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 2, 0] class = chicken 1577->1578 1579 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 1577->1579 1583 X 1526 ≤ 1.916 gini = 0.153 samples = 12 value = [0, 0, 0, 0, 0, 0, 0, 11, 0, 1] class = cat 1582->1583 1586 X 11064 ≤ 0.077 gini = 0.72 samples = 5 value = [0, 0, 1, 1, 0, 1, 2, 0, 0, 0] class = horse 1582->1586 1584 gini = 0.0 samples = 11 value = [0, 0, 0, 0, 0, 0, 0, 11, 0, 0] class = cat 1583->1584 1585 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 1583->1585 1587 X 6236 ≤ 0.294 gini = 0.667 samples = 3 value = [0, 0, 1, 1, 0, 1, 0, 0, 0, 0] class = elephant 1586->1587 1592 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 2, 0, 0, 0] class = horse 1586->1592 1588 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 1587->1588 1589 X 6106 ≤ -0.869 gini = 0.5 samples = 2 value = [0, 0, 1, 1, 0, 0, 0, 0, 0, 0] class = elephant 1587->1589 1590 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 1589->1590 1591 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 1589->1591 1595 X 15587 ≤ -0.056 gini = 0.743 samples = 75 value = [4, 7, 35, 3, 5, 4, 1, 2, 7, 7] class = elephant 1594->1595 1634 X 14582 ≤ 0.642 gini = 0.858 samples = 46 value = [2, 4, 3, 1, 4, 1, 5, 8, 10, 8] class = chicken 1594->1634 1596 X 18630 ≤ 1.189 gini = 0.832 samples = 25 value = [3, 6, 3, 1, 1, 2, 0, 0, 3, 6] class = sheep 1595->1596 1611 X 14662 ≤ 1.024 gini = 0.571 samples = 50 value = [1, 1, 32, 2, 4, 2, 1, 2, 4, 1] class = elephant 1595->1611 1597 X 14046 ≤ 0.292 gini = 0.809 samples = 19 value = [3, 0, 3, 1, 1, 2, 0, 0, 3, 6] class = butterfly 1596->1597 1610 gini = 0.0 samples = 6 value = [0, 6, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 1596->1610 1598 X 15967 ≤ 0.447 gini = 0.778 samples = 12 value = [3, 0, 3, 0, 1, 2, 0, 0, 3, 0] class = spider 1597->1598 1607 X 18435 ≤ 1.589 gini = 0.245 samples = 7 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 6] class = butterfly 1597->1607 1599 X 5343 ≤ -0.613 gini = 0.716 samples = 9 value = [3, 0, 0, 0, 1, 2, 0, 0, 3, 0] class = spider 1598->1599 1606 gini = 0.0 samples = 3 value = [0, 0, 3, 0, 0, 0, 0, 0, 0, 0] class = elephant 1598->1606 1600 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 0, 3, 0] class = chicken 1599->1600 1601 X 12658 ≤ -0.387 gini = 0.611 samples = 6 value = [3, 0, 0, 0, 1, 2, 0, 0, 0, 0] class = spider 1599->1601 1602 gini = 0.0 samples = 3 value = [3, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 1601->1602 1603 X 4138 ≤ -0.892 gini = 0.444 samples = 3 value = [0, 0, 0, 0, 1, 2, 0, 0, 0, 0] class = cow 1601->1603 1604 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 2, 0, 0, 0, 0] class = cow 1603->1604 1605 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 1603->1605 1608 gini = 0.0 samples = 6 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 6] class = butterfly 1607->1608 1609 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 1607->1609 1612 X 7092 ≤ -1.005 gini = 0.405 samples = 42 value = [0, 0, 32, 0, 4, 2, 0, 2, 1, 1] class = elephant 1611->1612 1625 X 12618 ≤ 0.513 gini = 0.75 samples = 8 value = [1, 1, 0, 2, 0, 0, 1, 0, 3, 0] class = chicken 1611->1625 1613 X 10249 ≤ -0.363 gini = 0.375 samples = 4 value = [0, 0, 0, 0, 3, 0, 0, 0, 0, 1] class = squirrel 1612->1613 1616 X 7053 ≤ 1.032 gini = 0.284 samples = 38 value = [0, 0, 32, 0, 1, 2, 0, 2, 1, 0] class = elephant 1612->1616 1614 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 3, 0, 0, 0, 0, 0] class = squirrel 1613->1614 1615 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 1613->1615 1617 X 5612 ≤ 1.644 gini = 0.16 samples = 35 value = [0, 0, 32, 0, 1, 0, 0, 2, 0, 0] class = elephant 1616->1617 1622 X 10135 ≤ 0.719 gini = 0.444 samples = 3 value = [0, 0, 0, 0, 0, 2, 0, 0, 1, 0] class = cow 1616->1622 1618 X 9079 ≤ 1.745 gini = 0.059 samples = 33 value = [0, 0, 32, 0, 1, 0, 0, 0, 0, 0] class = elephant 1617->1618 1621 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 2, 0, 0] class = cat 1617->1621 1619 gini = 0.0 samples = 32 value = [0, 0, 32, 0, 0, 0, 0, 0, 0, 0] class = elephant 1618->1619 1620 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 1618->1620 1623 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 2, 0, 0, 0, 0] class = cow 1622->1623 1624 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 1622->1624 1626 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 0, 3, 0] class = chicken 1625->1626 1627 X 13772 ≤ -0.798 gini = 0.72 samples = 5 value = [1, 1, 0, 2, 0, 0, 1, 0, 0, 0] class = dog 1625->1627 1628 gini = 0.0 samples = 2 value = [0, 0, 0, 2, 0, 0, 0, 0, 0, 0] class = dog 1627->1628 1629 X 5504 ≤ -1.014 gini = 0.667 samples = 3 value = [1, 1, 0, 0, 0, 0, 1, 0, 0, 0] class = spider 1627->1629 1630 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 1629->1630 1631 X 4716 ≤ 0.112 gini = 0.5 samples = 2 value = [1, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 1629->1631 1632 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 1631->1632 1633 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 1631->1633 1635 X 6011 ≤ 0.813 gini = 0.863 samples = 39 value = [2, 4, 3, 1, 4, 1, 5, 8, 3, 8] class = cat 1634->1635 1660 gini = 0.0 samples = 7 value = [0, 0, 0, 0, 0, 0, 0, 0, 7, 0] class = chicken 1634->1660 1636 X 7726 ≤ -0.298 gini = 0.867 samples = 34 value = [2, 4, 3, 1, 4, 1, 5, 8, 3, 3] class = cat 1635->1636 1659 gini = 0.0 samples = 5 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 5] class = butterfly 1635->1659 1637 X 14042 ≤ -0.106 gini = 0.64 samples = 15 value = [0, 0, 0, 0, 2, 0, 0, 8, 2, 3] class = cat 1636->1637 1644 X 18549 ≤ -0.536 gini = 0.831 samples = 19 value = [2, 4, 3, 1, 2, 1, 5, 0, 1, 0] class = horse 1636->1644 1638 gini = 0.0 samples = 8 value = [0, 0, 0, 0, 0, 0, 0, 8, 0, 0] class = cat 1637->1638 1639 X 4369 ≤ 0.077 gini = 0.653 samples = 7 value = [0, 0, 0, 0, 2, 0, 0, 0, 2, 3] class = butterfly 1637->1639 1640 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 3] class = butterfly 1639->1640 1641 X 14241 ≤ 1.012 gini = 0.5 samples = 4 value = [0, 0, 0, 0, 2, 0, 0, 0, 2, 0] class = squirrel 1639->1641 1642 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 2, 0] class = chicken 1641->1642 1643 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 2, 0, 0, 0, 0, 0] class = squirrel 1641->1643 1645 gini = 0.0 samples = 5 value = [0, 0, 0, 0, 0, 0, 5, 0, 0, 0] class = horse 1644->1645 1646 X 2658 ≤ 0.813 gini = 0.816 samples = 14 value = [2, 4, 3, 1, 2, 1, 0, 0, 1, 0] class = sheep 1644->1646 1647 X 11629 ≤ 1.088 gini = 0.8 samples = 10 value = [2, 0, 3, 1, 2, 1, 0, 0, 1, 0] class = elephant 1646->1647 1658 gini = 0.0 samples = 4 value = [0, 4, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 1646->1658 1648 X 12595 ≤ -0.658 gini = 0.776 samples = 7 value = [2, 0, 0, 1, 2, 1, 0, 0, 1, 0] class = spider 1647->1648 1657 gini = 0.0 samples = 3 value = [0, 0, 3, 0, 0, 0, 0, 0, 0, 0] class = elephant 1647->1657 1649 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 2, 0, 0, 0, 0, 0] class = squirrel 1648->1649 1650 X 11558 ≤ 1.204 gini = 0.72 samples = 5 value = [2, 0, 0, 1, 0, 1, 0, 0, 1, 0] class = spider 1648->1650 1651 X 16816 ≤ -0.144 gini = 0.667 samples = 3 value = [0, 0, 0, 1, 0, 1, 0, 0, 1, 0] class = dog 1650->1651 1656 gini = 0.0 samples = 2 value = [2, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 1650->1656 1652 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 1651->1652 1653 X 17036 ≤ 0.785 gini = 0.5 samples = 2 value = [0, 0, 0, 1, 0, 1, 0, 0, 0, 0] class = dog 1651->1653 1654 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 1653->1654 1655 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 1653->1655 1662 gini = 0.0 samples = 7 value = [0, 0, 0, 7, 0, 0, 0, 0, 0, 0] class = dog 1661->1662 1663 X 4567 ≤ -0.243 gini = 0.5 samples = 2 value = [1, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 1661->1663 1664 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 1663->1664 1665 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 1663->1665 1667 X 12507 ≤ -0.543 gini = 0.444 samples = 3 value = [0, 2, 1, 0, 0, 0, 0, 0, 0, 0] class = sheep 1666->1667 1670 gini = 0.0 samples = 11 value = [0, 0, 0, 0, 0, 0, 0, 11, 0, 0] class = cat 1666->1670 1668 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 1667->1668 1669 gini = 0.0 samples = 2 value = [0, 2, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 1667->1669 1672 X 18905 ≤ 1.193 gini = 0.408 samples = 7 value = [0, 0, 5, 0, 0, 0, 2, 0, 0, 0] class = elephant 1671->1672 1675 X 16225 ≤ 0.475 gini = 0.366 samples = 19 value = [0, 1, 0, 0, 15, 1, 0, 0, 1, 1] class = squirrel 1671->1675 1673 gini = 0.0 samples = 5 value = [0, 0, 5, 0, 0, 0, 0, 0, 0, 0] class = elephant 1672->1673 1674 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 2, 0, 0, 0] class = horse 1672->1674 1676 gini = 0.0 samples = 15 value = [0, 0, 0, 0, 15, 0, 0, 0, 0, 0] class = squirrel 1675->1676 1677 X 562 ≤ -0.278 gini = 0.75 samples = 4 value = [0, 1, 0, 0, 0, 1, 0, 0, 1, 1] class = sheep 1675->1677 1678 X 5271 ≤ -0.577 gini = 0.5 samples = 2 value = [0, 1, 0, 0, 0, 1, 0, 0, 0, 0] class = sheep 1677->1678 1681 X 10915 ≤ 1.047 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 1] class = chicken 1677->1681 1679 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 1678->1679 1680 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 1678->1680 1682 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 1681->1682 1683 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 1681->1683 1685 X 15572 ≤ -0.138 gini = 0.634 samples = 50 value = [1, 5, 1, 0, 3, 29, 5, 1, 2, 3] class = cow 1684->1685 1710 X 11689 ≤ -0.706 gini = 0.878 samples = 199 value = [9, 6, 14, 25, 31, 26, 25, 10, 34, 19] class = chicken 1684->1710 1686 X 16221 ≤ -0.852 gini = 0.845 samples = 25 value = [1, 5, 1, 0, 2, 6, 4, 1, 2, 3] class = cow 1685->1686 1705 X 7246 ≤ 1.792 gini = 0.15 samples = 25 value = [0, 0, 0, 0, 1, 23, 1, 0, 0, 0] class = cow 1685->1705 1687 gini = 0.0 samples = 5 value = [0, 0, 0, 0, 0, 5, 0, 0, 0, 0] class = cow 1686->1687 1688 X 15680 ≤ 1.256 gini = 0.845 samples = 20 value = [1, 5, 1, 0, 2, 1, 4, 1, 2, 3] class = sheep 1686->1688 1689 X 8110 ≤ -0.379 gini = 0.82 samples = 16 value = [1, 5, 1, 0, 2, 1, 0, 1, 2, 3] class = sheep 1688->1689 1704 gini = 0.0 samples = 4 value = [0, 0, 0, 0, 0, 0, 4, 0, 0, 0] class = horse 1688->1704 1690 gini = 0.0 samples = 5 value = [0, 5, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 1689->1690 1691 X 10281 ≤ 0.553 gini = 0.826 samples = 11 value = [1, 0, 1, 0, 2, 1, 0, 1, 2, 3] class = butterfly 1689->1691 1692 X 1975 ≤ -0.88 gini = 0.812 samples = 8 value = [1, 0, 1, 0, 2, 1, 0, 1, 2, 0] class = squirrel 1691->1692 1703 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 3] class = butterfly 1691->1703 1693 X 8604 ≤ 0.452 gini = 0.778 samples = 6 value = [1, 0, 1, 0, 0, 1, 0, 1, 2, 0] class = chicken 1692->1693 1702 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 2, 0, 0, 0, 0, 0] class = squirrel 1692->1702 1694 X 4959 ≤ -0.42 gini = 0.75 samples = 4 value = [1, 0, 1, 0, 0, 1, 0, 1, 0, 0] class = spider 1693->1694 1701 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 2, 0] class = chicken 1693->1701 1695 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 1694->1695 1696 X 7789 ≤ -0.797 gini = 0.667 samples = 3 value = [0, 0, 1, 0, 0, 1, 0, 1, 0, 0] class = elephant 1694->1696 1697 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 1696->1697 1698 X 8819 ≤ -0.516 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 0, 1, 0, 1, 0, 0] class = cow 1696->1698 1699 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 1698->1699 1700 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 1698->1700 1706 gini = 0.0 samples = 23 value = [0, 0, 0, 0, 0, 23, 0, 0, 0, 0] class = cow 1705->1706 1707 X 18979 ≤ 0.707 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 1, 0, 1, 0, 0, 0] class = squirrel 1705->1707 1708 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 1707->1708 1709 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 1707->1709 1711 X 10984 ≤ 0.428 gini = 0.704 samples = 36 value = [1, 1, 3, 2, 18, 0, 1, 2, 2, 6] class = squirrel 1710->1711 1734 X 12166 ≤ 0.495 gini = 0.871 samples = 163 value = [8, 5, 11, 23, 13, 26, 24, 8, 32, 13] class = chicken 1710->1734 1712 X 17648 ≤ -0.44 gini = 0.283 samples = 19 value = [0, 1, 1, 0, 16, 0, 0, 1, 0, 0] class = squirrel 1711->1712 1719 X 5295 ≤ 0.193 gini = 0.81 samples = 17 value = [1, 0, 2, 2, 2, 0, 1, 1, 2, 6] class = butterfly 1711->1719 1713 gini = 0.0 samples = 16 value = [0, 0, 0, 0, 16, 0, 0, 0, 0, 0] class = squirrel 1712->1713 1714 X 6520 ≤ -1.069 gini = 0.667 samples = 3 value = [0, 1, 1, 0, 0, 0, 0, 1, 0, 0] class = sheep 1712->1714 1715 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 1714->1715 1716 X 6830 ≤ 0.653 gini = 0.5 samples = 2 value = [0, 0, 1, 0, 0, 0, 0, 1, 0, 0] class = elephant 1714->1716 1717 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 1716->1717 1718 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 1716->1718 1720 X 15784 ≤ 0.562 gini = 0.843 samples = 11 value = [1, 0, 2, 2, 2, 0, 1, 1, 2, 0] class = elephant 1719->1720 1733 gini = 0.0 samples = 6 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 6] class = butterfly 1719->1733 1721 X 13214 ≤ -1.035 gini = 0.815 samples = 9 value = [1, 0, 2, 2, 0, 0, 1, 1, 2, 0] class = elephant 1720->1721 1732 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 2, 0, 0, 0, 0, 0] class = squirrel 1720->1732 1722 gini = 0.0 samples = 2 value = [0, 0, 2, 0, 0, 0, 0, 0, 0, 0] class = elephant 1721->1722 1723 X 4750 ≤ -0.815 gini = 0.776 samples = 7 value = [1, 0, 0, 2, 0, 0, 1, 1, 2, 0] class = dog 1721->1723 1724 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 2, 0] class = chicken 1723->1724 1725 X 11133 ≤ -0.853 gini = 0.72 samples = 5 value = [1, 0, 0, 2, 0, 0, 1, 1, 0, 0] class = dog 1723->1725 1726 gini = 0.0 samples = 2 value = [0, 0, 0, 2, 0, 0, 0, 0, 0, 0] class = dog 1725->1726 1727 X 4994 ≤ -0.202 gini = 0.667 samples = 3 value = [1, 0, 0, 0, 0, 0, 1, 1, 0, 0] class = spider 1725->1727 1728 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 1727->1728 1729 X 12944 ≤ 1.277 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 0, 0, 1, 1, 0, 0] class = horse 1727->1729 1730 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 1729->1730 1731 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 1729->1731 1735 X 16985 ≤ 0.149 gini = 0.87 samples = 117 value = [5, 5, 6, 21, 11, 21, 21, 7, 9, 11] class = dog 1734->1735 1800 X 16952 ≤ -0.409 gini = 0.712 samples = 46 value = [3, 0, 5, 2, 2, 5, 3, 1, 23, 2] class = chicken 1734->1800 1736 X 10446 ≤ -0.339 gini = 0.867 samples = 100 value = [5, 4, 4, 10, 10, 20, 21, 7, 9, 10] class = horse 1735->1736 1789 X 11267 ≤ -0.521 gini = 0.554 samples = 17 value = [0, 1, 2, 11, 1, 1, 0, 0, 0, 1] class = dog 1735->1789 1737 X 4583 ≤ -0.471 gini = 0.63 samples = 25 value = [0, 3, 0, 0, 3, 4, 14, 0, 0, 1] class = horse 1736->1737 1748 X 17504 ≤ 0.897 gini = 0.874 samples = 75 value = [5, 1, 4, 10, 7, 16, 7, 7, 9, 9] class = cow 1736->1748 1738 X 14192 ≤ -0.05 gini = 0.75 samples = 12 value = [0, 3, 0, 0, 3, 4, 1, 0, 0, 1] class = cow 1737->1738 1747 gini = 0.0 samples = 13 value = [0, 0, 0, 0, 0, 0, 13, 0, 0, 0] class = horse 1737->1747 1739 X 7111 ≤ 1.233 gini = 0.688 samples = 8 value = [0, 3, 0, 0, 3, 0, 1, 0, 0, 1] class = sheep 1738->1739 1746 gini = 0.0 samples = 4 value = [0, 0, 0, 0, 0, 4, 0, 0, 0, 0] class = cow 1738->1746 1740 X 12832 ≤ -0.827 gini = 0.56 samples = 5 value = [0, 0, 0, 0, 3, 0, 1, 0, 0, 1] class = squirrel 1739->1740 1745 gini = 0.0 samples = 3 value = [0, 3, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 1739->1745 1741 X 15451 ≤ -0.07 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 1] class = horse 1740->1741 1744 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 3, 0, 0, 0, 0, 0] class = squirrel 1740->1744 1742 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 1741->1742 1743 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 1741->1743 1749 X 16163 ≤ 0.129 gini = 0.884 samples = 65 value = [5, 1, 4, 10, 7, 8, 7, 5, 9, 9] class = dog 1748->1749 1786 X 8993 ≤ -0.616 gini = 0.32 samples = 10 value = [0, 0, 0, 0, 0, 8, 0, 2, 0, 0] class = cow 1748->1786 1750 X 11743 ≤ 1.879 gini = 0.851 samples = 48 value = [5, 1, 0, 10, 6, 8, 7, 2, 1, 8] class = dog 1749->1750 1777 X 8257 ≤ 0.385 gini = 0.685 samples = 17 value = [0, 0, 4, 0, 1, 0, 0, 3, 8, 1] class = chicken 1749->1777 1751 X 11970 ≤ 0.639 gini = 0.842 samples = 40 value = [5, 1, 0, 3, 6, 8, 7, 2, 0, 8] class = cow 1750->1751 1774 X 16868 ≤ -0.917 gini = 0.219 samples = 8 value = [0, 0, 0, 7, 0, 0, 0, 0, 1, 0] class = dog 1750->1774 1752 X 14266 ≤ 0.225 gini = 0.806 samples = 28 value = [5, 0, 0, 3, 5, 0, 5, 2, 0, 8] class = butterfly 1751->1752 1767 X 17581 ≤ -0.293 gini = 0.514 samples = 12 value = [0, 1, 0, 0, 1, 8, 2, 0, 0, 0] class = cow 1751->1767 1753 X 7139 ≤ 0.002 gini = 0.596 samples = 15 value = [0, 0, 0, 1, 0, 0, 5, 1, 0, 8] class = butterfly 1752->1753 1760 X 15412 ≤ -0.011 gini = 0.675 samples = 13 value = [5, 0, 0, 2, 5, 0, 0, 1, 0, 0] class = spider 1752->1760 1754 gini = 0.0 samples = 8 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 8] class = butterfly 1753->1754 1755 X 9535 ≤ 0.837 gini = 0.449 samples = 7 value = [0, 0, 0, 1, 0, 0, 5, 1, 0, 0] class = horse 1753->1755 1756 gini = 0.0 samples = 5 value = [0, 0, 0, 0, 0, 0, 5, 0, 0, 0] class = horse 1755->1756 1757 X 15966 ≤ -0.23 gini = 0.5 samples = 2 value = [0, 0, 0, 1, 0, 0, 0, 1, 0, 0] class = dog 1755->1757 1758 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 1757->1758 1759 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 1757->1759 1761 gini = 0.0 samples = 5 value = [5, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 1760->1761 1762 X 16098 ≤ -0.005 gini = 0.531 samples = 8 value = [0, 0, 0, 2, 5, 0, 0, 1, 0, 0] class = squirrel 1760->1762 1763 gini = 0.0 samples = 5 value = [0, 0, 0, 0, 5, 0, 0, 0, 0, 0] class = squirrel 1762->1763 1764 X 15394 ≤ 0.914 gini = 0.444 samples = 3 value = [0, 0, 0, 2, 0, 0, 0, 1, 0, 0] class = dog 1762->1764 1765 gini = 0.0 samples = 2 value = [0, 0, 0, 2, 0, 0, 0, 0, 0, 0] class = dog 1764->1765 1766 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 1764->1766 1768 X 879 ≤ -0.357 gini = 0.625 samples = 4 value = [0, 1, 0, 0, 1, 0, 2, 0, 0, 0] class = horse 1767->1768 1773 gini = 0.0 samples = 8 value = [0, 0, 0, 0, 0, 8, 0, 0, 0, 0] class = cow 1767->1773 1769 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 2, 0, 0, 0] class = horse 1768->1769 1770 X 12101 ≤ -0.03 gini = 0.5 samples = 2 value = [0, 1, 0, 0, 1, 0, 0, 0, 0, 0] class = sheep 1768->1770 1771 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 1770->1771 1772 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 1770->1772 1775 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 1774->1775 1776 gini = 0.0 samples = 7 value = [0, 0, 0, 7, 0, 0, 0, 0, 0, 0] class = dog 1774->1776 1778 X 16364 ≤ 0.43 gini = 0.667 samples = 9 value = [0, 0, 4, 0, 1, 0, 0, 3, 0, 1] class = elephant 1777->1778 1785 gini = 0.0 samples = 8 value = [0, 0, 0, 0, 0, 0, 0, 0, 8, 0] class = chicken 1777->1785 1779 X 15103 ≤ 1.222 gini = 0.56 samples = 5 value = [0, 0, 0, 0, 1, 0, 0, 3, 0, 1] class = cat 1778->1779 1784 gini = 0.0 samples = 4 value = [0, 0, 4, 0, 0, 0, 0, 0, 0, 0] class = elephant 1778->1784 1780 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 3, 0, 0] class = cat 1779->1780 1781 X 2424 ≤ -0.452 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 1] class = squirrel 1779->1781 1782 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 1781->1782 1783 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 1781->1783 1787 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 2, 0, 0] class = cat 1786->1787 1788 gini = 0.0 samples = 8 value = [0, 0, 0, 0, 0, 8, 0, 0, 0, 0] class = cow 1786->1788 1790 X 9189 ≤ 0.078 gini = 0.72 samples = 5 value = [0, 0, 2, 0, 1, 1, 0, 0, 0, 1] class = elephant 1789->1790 1797 X 4947 ≤ -0.813 gini = 0.153 samples = 12 value = [0, 1, 0, 11, 0, 0, 0, 0, 0, 0] class = dog 1789->1797 1791 X 5507 ≤ -0.377 gini = 0.667 samples = 3 value = [0, 0, 0, 0, 1, 1, 0, 0, 0, 1] class = squirrel 1790->1791 1796 gini = 0.0 samples = 2 value = [0, 0, 2, 0, 0, 0, 0, 0, 0, 0] class = elephant 1790->1796 1792 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 1791->1792 1793 X 12434 ≤ 0.797 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 1, 1, 0, 0, 0, 0] class = squirrel 1791->1793 1794 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 1793->1794 1795 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 1793->1795 1798 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 1797->1798 1799 gini = 0.0 samples = 11 value = [0, 0, 0, 11, 0, 0, 0, 0, 0, 0] class = dog 1797->1799 1801 gini = 0.0 samples = 14 value = [0, 0, 0, 0, 0, 0, 0, 0, 14, 0] class = chicken 1800->1801 1802 X 14212 ≤ 0.329 gini = 0.842 samples = 32 value = [3, 0, 5, 2, 2, 5, 3, 1, 9, 2] class = chicken 1800->1802 1803 X 16333 ≤ -0.831 gini = 0.837 samples = 19 value = [3, 0, 3, 2, 2, 5, 2, 0, 0, 2] class = cow 1802->1803 1816 X 6711 ≤ 1.335 gini = 0.485 samples = 13 value = [0, 0, 2, 0, 0, 0, 1, 1, 9, 0] class = chicken 1802->1816 1804 gini = 0.0 samples = 5 value = [0, 0, 0, 0, 0, 5, 0, 0, 0, 0] class = cow 1803->1804 1805 X 7752 ≤ -1.136 gini = 0.827 samples = 14 value = [3, 0, 3, 2, 2, 0, 2, 0, 0, 2] class = spider 1803->1805 1806 gini = 0.0 samples = 3 value = [3, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 1805->1806 1807 X 11858 ≤ -0.607 gini = 0.793 samples = 11 value = [0, 0, 3, 2, 2, 0, 2, 0, 0, 2] class = elephant 1805->1807 1808 gini = 0.0 samples = 3 value = [0, 0, 3, 0, 0, 0, 0, 0, 0, 0] class = elephant 1807->1808 1809 X 4720 ≤ 2.339 gini = 0.75 samples = 8 value = [0, 0, 0, 2, 2, 0, 2, 0, 0, 2] class = dog 1807->1809 1810 X 18574 ≤ -0.232 gini = 0.667 samples = 6 value = [0, 0, 0, 0, 2, 0, 2, 0, 0, 2] class = squirrel 1809->1810 1815 gini = 0.0 samples = 2 value = [0, 0, 0, 2, 0, 0, 0, 0, 0, 0] class = dog 1809->1815 1811 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 2] class = butterfly 1810->1811 1812 X 9968 ≤ 0.669 gini = 0.5 samples = 4 value = [0, 0, 0, 0, 2, 0, 2, 0, 0, 0] class = squirrel 1810->1812 1813 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 2, 0, 0, 0] class = horse 1812->1813 1814 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 2, 0, 0, 0, 0, 0] class = squirrel 1812->1814 1817 gini = 0.0 samples = 9 value = [0, 0, 0, 0, 0, 0, 0, 0, 9, 0] class = chicken 1816->1817 1818 X 13079 ≤ -0.79 gini = 0.625 samples = 4 value = [0, 0, 2, 0, 0, 0, 1, 1, 0, 0] class = elephant 1816->1818 1819 gini = 0.0 samples = 2 value = [0, 0, 2, 0, 0, 0, 0, 0, 0, 0] class = elephant 1818->1819 1820 X 9378 ≤ 0.31 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 0, 0, 1, 1, 0, 0] class = horse 1818->1820 1821 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 1820->1821 1822 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 1820->1822 1824 X 8168 ≤ 0.021 gini = 0.748 samples = 110 value = [5, 7, 5, 51, 9, 5, 12, 8, 6, 2] class = dog 1823->1824 1881 X 8003 ≤ -1.016 gini = 0.845 samples = 139 value = [1, 5, 3, 26, 26, 19, 10, 31, 6, 12] class = cat 1823->1881 1825 X 15984 ≤ 0.566 gini = 0.557 samples = 72 value = [2, 2, 2, 47, 6, 2, 3, 4, 3, 1] class = dog 1824->1825 1858 X 12269 ≤ -0.863 gini = 0.873 samples = 38 value = [3, 5, 3, 4, 3, 3, 9, 4, 3, 1] class = horse 1824->1858 1826 X 8102 ≤ -0.961 gini = 0.376 samples = 56 value = [1, 0, 1, 44, 1, 2, 2, 1, 3, 1] class = dog 1825->1826 1845 X 12715 ≤ 0.817 gini = 0.805 samples = 16 value = [1, 2, 1, 3, 5, 0, 1, 3, 0, 0] class = squirrel 1825->1845 1827 X 14979 ≤ 1.811 gini = 0.375 samples = 4 value = [1, 0, 0, 0, 0, 0, 0, 0, 3, 0] class = chicken 1826->1827 1830 X 15893 ≤ 1.279 gini = 0.28 samples = 52 value = [0, 0, 1, 44, 1, 2, 2, 1, 0, 1] class = dog 1826->1830 1828 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 0, 3, 0] class = chicken 1827->1828 1829 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 1827->1829 1831 X 2811 ≤ -0.889 gini = 0.158 samples = 48 value = [0, 0, 1, 44, 1, 1, 0, 0, 0, 1] class = dog 1830->1831 1840 X 5612 ≤ -0.267 gini = 0.625 samples = 4 value = [0, 0, 0, 0, 0, 1, 2, 1, 0, 0] class = horse 1830->1840 1832 X 3216 ≤ -1.01 gini = 0.667 samples = 3 value = [0, 0, 0, 0, 1, 1, 0, 0, 0, 1] class = squirrel 1831->1832 1837 X 12075 ≤ 2.161 gini = 0.043 samples = 45 value = [0, 0, 1, 44, 0, 0, 0, 0, 0, 0] class = dog 1831->1837 1833 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 1832->1833 1834 X 629 ≤ 0.029 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 1] class = squirrel 1832->1834 1835 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 1834->1835 1836 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 1834->1836 1838 gini = 0.0 samples = 44 value = [0, 0, 0, 44, 0, 0, 0, 0, 0, 0] class = dog 1837->1838 1839 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 1837->1839 1841 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 2, 0, 0, 0] class = horse 1840->1841 1842 X 20668 ≤ -0.174 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 0, 1, 0, 1, 0, 0] class = cow 1840->1842 1843 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 1842->1843 1844 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 1842->1844 1846 X 12536 ≤ 0.036 gini = 0.793 samples = 11 value = [1, 2, 1, 3, 0, 0, 1, 3, 0, 0] class = dog 1845->1846 1857 gini = 0.0 samples = 5 value = [0, 0, 0, 0, 5, 0, 0, 0, 0, 0] class = squirrel 1845->1857 1847 X 11439 ≤ -0.308 gini = 0.75 samples = 8 value = [1, 2, 1, 0, 0, 0, 1, 3, 0, 0] class = cat 1846->1847 1856 gini = 0.0 samples = 3 value = [0, 0, 0, 3, 0, 0, 0, 0, 0, 0] class = dog 1846->1856 1848 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 3, 0, 0] class = cat 1847->1848 1849 X 4501 ≤ -0.737 gini = 0.72 samples = 5 value = [1, 2, 1, 0, 0, 0, 1, 0, 0, 0] class = sheep 1847->1849 1850 gini = 0.0 samples = 2 value = [0, 2, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 1849->1850 1851 X 3217 ≤ -0.638 gini = 0.667 samples = 3 value = [1, 0, 1, 0, 0, 0, 1, 0, 0, 0] class = spider 1849->1851 1852 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 1851->1852 1853 X 8144 ≤ 0.785 gini = 0.5 samples = 2 value = [0, 0, 1, 0, 0, 0, 1, 0, 0, 0] class = elephant 1851->1853 1854 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 1853->1854 1855 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 1853->1855 1859 gini = 0.0 samples = 6 value = [0, 0, 0, 0, 0, 0, 6, 0, 0, 0] class = horse 1858->1859 1860 X 14000 ≤ 0.357 gini = 0.891 samples = 32 value = [3, 5, 3, 4, 3, 3, 3, 4, 3, 1] class = sheep 1858->1860 1861 X 10714 ≤ 0.597 gini = 0.879 samples = 26 value = [3, 0, 2, 4, 3, 3, 3, 4, 3, 1] class = dog 1860->1861 1878 X 7635 ≤ 1.058 gini = 0.278 samples = 6 value = [0, 5, 1, 0, 0, 0, 0, 0, 0, 0] class = sheep 1860->1878 1862 X 12163 ≤ -0.928 gini = 0.864 samples = 22 value = [3, 0, 2, 4, 3, 3, 3, 0, 3, 1] class = dog 1861->1862 1877 gini = 0.0 samples = 4 value = [0, 0, 0, 0, 0, 0, 0, 4, 0, 0] class = cat 1861->1877 1863 gini = 0.0 samples = 4 value = [0, 0, 0, 4, 0, 0, 0, 0, 0, 0] class = dog 1862->1863 1864 X 2003 ≤ -0.921 gini = 0.846 samples = 18 value = [3, 0, 2, 0, 3, 3, 3, 0, 3, 1] class = spider 1862->1864 1865 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 3, 0, 0, 0, 0] class = cow 1864->1865 1866 X 17599 ≤ 1.353 gini = 0.818 samples = 15 value = [3, 0, 2, 0, 3, 0, 3, 0, 3, 1] class = spider 1864->1866 1867 X 20655 ≤ -0.277 gini = 0.778 samples = 12 value = [3, 0, 2, 0, 3, 0, 0, 0, 3, 1] class = spider 1866->1867 1876 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 3, 0, 0, 0] class = horse 1866->1876 1868 X 5903 ≤ -0.656 gini = 0.716 samples = 9 value = [0, 0, 2, 0, 3, 0, 0, 0, 3, 1] class = squirrel 1867->1868 1875 gini = 0.0 samples = 3 value = [3, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 1867->1875 1869 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 0, 3, 0] class = chicken 1868->1869 1870 X 2494 ≤ 0.025 gini = 0.611 samples = 6 value = [0, 0, 2, 0, 3, 0, 0, 0, 0, 1] class = squirrel 1868->1870 1871 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 3, 0, 0, 0, 0, 0] class = squirrel 1870->1871 1872 X 3436 ≤ -0.371 gini = 0.444 samples = 3 value = [0, 0, 2, 0, 0, 0, 0, 0, 0, 1] class = elephant 1870->1872 1873 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 1872->1873 1874 gini = 0.0 samples = 2 value = [0, 0, 2, 0, 0, 0, 0, 0, 0, 0] class = elephant 1872->1874 1879 gini = 0.0 samples = 5 value = [0, 5, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 1878->1879 1880 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 1878->1880 1882 X 6090 ≤ 2.469 gini = 0.165 samples = 11 value = [0, 0, 0, 0, 10, 0, 1, 0, 0, 0] class = squirrel 1881->1882 1885 X 13427 ≤ -0.334 gini = 0.844 samples = 128 value = [1, 5, 3, 26, 16, 19, 9, 31, 6, 12] class = cat 1881->1885 1883 gini = 0.0 samples = 10 value = [0, 0, 0, 0, 10, 0, 0, 0, 0, 0] class = squirrel 1882->1883 1884 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 1882->1884 1886 X 9429 ≤ 0.288 gini = 0.811 samples = 43 value = [1, 1, 2, 6, 5, 15, 6, 1, 2, 4] class = cow 1885->1886 1917 X 4727 ≤ -1.044 gini = 0.786 samples = 85 value = [0, 4, 1, 20, 11, 4, 3, 30, 4, 8] class = cat 1885->1917 1887 X 11204 ≤ -0.956 gini = 0.86 samples = 28 value = [1, 1, 1, 6, 4, 3, 5, 1, 2, 4] class = dog 1886->1887 1910 X 14074 ≤ 1.113 gini = 0.347 samples = 15 value = [0, 0, 1, 0, 1, 12, 1, 0, 0, 0] class = cow 1886->1910 1888 X 3456 ≤ 0.158 gini = 0.278 samples = 6 value = [0, 0, 0, 0, 0, 0, 5, 0, 1, 0] class = horse 1887->1888 1891 X 13310 ≤ 0.412 gini = 0.831 samples = 22 value = [1, 1, 1, 6, 4, 3, 0, 1, 1, 4] class = dog 1887->1891 1889 gini = 0.0 samples = 5 value = [0, 0, 0, 0, 0, 0, 5, 0, 0, 0] class = horse 1888->1889 1890 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 1888->1890 1892 X 5123 ≤ 0.097 gini = 0.837 samples = 17 value = [1, 1, 1, 1, 4, 3, 0, 1, 1, 4] class = squirrel 1891->1892 1909 gini = 0.0 samples = 5 value = [0, 0, 0, 5, 0, 0, 0, 0, 0, 0] class = dog 1891->1909 1893 X 7366 ≤ -0.514 gini = 0.817 samples = 13 value = [1, 1, 1, 1, 4, 3, 0, 1, 1, 0] class = squirrel 1892->1893 1908 gini = 0.0 samples = 4 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 4] class = butterfly 1892->1908 1894 gini = 0.0 samples = 4 value = [0, 0, 0, 0, 4, 0, 0, 0, 0, 0] class = squirrel 1893->1894 1895 X 15956 ≤ -0.85 gini = 0.815 samples = 9 value = [1, 1, 1, 1, 0, 3, 0, 1, 1, 0] class = cow 1893->1895 1896 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 3, 0, 0, 0, 0] class = cow 1895->1896 1897 X 12917 ≤ -0.718 gini = 0.833 samples = 6 value = [1, 1, 1, 1, 0, 0, 0, 1, 1, 0] class = spider 1895->1897 1898 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 1897->1898 1899 X 9549 ≤ -0.348 gini = 0.8 samples = 5 value = [0, 1, 1, 1, 0, 0, 0, 1, 1, 0] class = sheep 1897->1899 1900 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 1899->1900 1901 X 10087 ≤ -0.403 gini = 0.75 samples = 4 value = [0, 1, 1, 0, 0, 0, 0, 1, 1, 0] class = sheep 1899->1901 1902 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 1901->1902 1903 X 17500 ≤ -0.232 gini = 0.667 samples = 3 value = [0, 1, 0, 0, 0, 0, 0, 1, 1, 0] class = sheep 1901->1903 1904 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 1903->1904 1905 X 4826 ≤ 0.639 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 1, 1, 0] class = cat 1903->1905 1906 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 1905->1906 1907 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 1905->1907 1911 gini = 0.0 samples = 12 value = [0, 0, 0, 0, 0, 12, 0, 0, 0, 0] class = cow 1910->1911 1912 X 3622 ≤ 0.194 gini = 0.667 samples = 3 value = [0, 0, 1, 0, 1, 0, 1, 0, 0, 0] class = elephant 1910->1912 1913 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 1912->1913 1914 X 11949 ≤ -0.149 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 1, 0, 1, 0, 0, 0] class = squirrel 1912->1914 1915 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 1914->1915 1916 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 1914->1916 1918 X 15356 ≤ 0.691 gini = 0.153 samples = 12 value = [0, 0, 0, 11, 0, 0, 0, 1, 0, 0] class = dog 1917->1918 1921 X 10917 ≤ 1.11 gini = 0.781 samples = 73 value = [0, 4, 1, 9, 11, 4, 3, 29, 4, 8] class = cat 1917->1921 1919 gini = 0.0 samples = 11 value = [0, 0, 0, 11, 0, 0, 0, 0, 0, 0] class = dog 1918->1919 1920 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 1918->1920 1922 X 12823 ≤ 1.354 gini = 0.835 samples = 57 value = [0, 4, 1, 9, 11, 3, 2, 15, 4, 8] class = cat 1921->1922 1955 X 14924 ≤ -0.857 gini = 0.227 samples = 16 value = [0, 0, 0, 0, 0, 1, 1, 14, 0, 0] class = cat 1921->1955 1923 X 9893 ≤ -0.81 gini = 0.85 samples = 49 value = [0, 4, 1, 9, 11, 3, 2, 7, 4, 8] class = squirrel 1922->1923 1954 gini = 0.0 samples = 8 value = [0, 0, 0, 0, 0, 0, 0, 8, 0, 0] class = cat 1922->1954 1924 X 3376 ≤ -0.769 gini = 0.34 samples = 10 value = [0, 1, 0, 0, 8, 0, 1, 0, 0, 0] class = squirrel 1923->1924 1929 X 5850 ≤ 0.279 gini = 0.843 samples = 39 value = [0, 3, 1, 9, 3, 3, 1, 7, 4, 8] class = dog 1923->1929 1925 X 5912 ≤ -0.88 gini = 0.5 samples = 2 value = [0, 1, 0, 0, 0, 0, 1, 0, 0, 0] class = sheep 1924->1925 1928 gini = 0.0 samples = 8 value = [0, 0, 0, 0, 8, 0, 0, 0, 0, 0] class = squirrel 1924->1928 1926 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 1925->1926 1927 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 1925->1927 1930 X 4379 ≤ 0.913 gini = 0.818 samples = 32 value = [0, 3, 1, 9, 2, 3, 1, 1, 4, 8] class = dog 1929->1930 1951 X 664 ≤ -0.339 gini = 0.245 samples = 7 value = [0, 0, 0, 0, 1, 0, 0, 6, 0, 0] class = cat 1929->1951 1931 X 15848 ≤ 0.314 gini = 0.826 samples = 25 value = [0, 3, 1, 2, 2, 3, 1, 1, 4, 8] class = butterfly 1930->1931 1950 gini = 0.0 samples = 7 value = [0, 0, 0, 7, 0, 0, 0, 0, 0, 0] class = dog 1930->1950 1932 X 15787 ≤ -0.043 gini = 0.514 samples = 12 value = [0, 0, 0, 1, 2, 0, 0, 1, 0, 8] class = butterfly 1931->1932 1939 X 7854 ≤ -0.312 gini = 0.781 samples = 13 value = [0, 3, 1, 1, 0, 3, 1, 0, 4, 0] class = chicken 1931->1939 1933 gini = 0.0 samples = 8 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 8] class = butterfly 1932->1933 1934 X 15194 ≤ 1.489 gini = 0.625 samples = 4 value = [0, 0, 0, 1, 2, 0, 0, 1, 0, 0] class = squirrel 1932->1934 1935 X 6388 ≤ -0.708 gini = 0.5 samples = 2 value = [0, 0, 0, 1, 0, 0, 0, 1, 0, 0] class = dog 1934->1935 1938 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 2, 0, 0, 0, 0, 0] class = squirrel 1934->1938 1936 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 1935->1936 1937 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 1935->1937 1940 gini = 0.0 samples = 4 value = [0, 0, 0, 0, 0, 0, 0, 0, 4, 0] class = chicken 1939->1940 1941 X 5753 ≤ -0.865 gini = 0.741 samples = 9 value = [0, 3, 1, 1, 0, 3, 1, 0, 0, 0] class = sheep 1939->1941 1942 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 3, 0, 0, 0, 0] class = cow 1941->1942 1943 X 8642 ≤ -0.575 gini = 0.667 samples = 6 value = [0, 3, 1, 1, 0, 0, 1, 0, 0, 0] class = sheep 1941->1943 1944 X 16895 ≤ -0.73 gini = 0.667 samples = 3 value = [0, 0, 1, 1, 0, 0, 1, 0, 0, 0] class = elephant 1943->1944 1949 gini = 0.0 samples = 3 value = [0, 3, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 1943->1949 1945 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 1944->1945 1946 X 9832 ≤ -0.501 gini = 0.5 samples = 2 value = [0, 0, 1, 0, 0, 0, 1, 0, 0, 0] class = elephant 1944->1946 1947 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 1946->1947 1948 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 1946->1948 1952 gini = 0.0 samples = 6 value = [0, 0, 0, 0, 0, 0, 0, 6, 0, 0] class = cat 1951->1952 1953 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 1951->1953 1956 X 6524 ≤ -0.456 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 0, 1, 1, 0, 0, 0] class = cow 1955->1956 1959 gini = 0.0 samples = 14 value = [0, 0, 0, 0, 0, 0, 0, 14, 0, 0] class = cat 1955->1959 1957 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 1956->1957 1958 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 1956->1958 1961 X 9325 ≤ 0.717 gini = 0.808 samples = 83 value = [0, 3, 2, 22, 12, 16, 20, 3, 4, 1] class = dog 1960->1961 2006 X 11668 ≤ -0.048 gini = 0.265 samples = 34 value = [0, 1, 0, 2, 0, 2, 29, 0, 0, 0] class = horse 1960->2006 1962 X 8331 ≤ -0.039 gini = 0.797 samples = 65 value = [0, 2, 2, 22, 11, 13, 7, 3, 4, 1] class = dog 1961->1962 1999 X 6208 ≤ -0.643 gini = 0.444 samples = 18 value = [0, 1, 0, 0, 1, 3, 13, 0, 0, 0] class = horse 1961->1999 1963 X 15154 ≤ 0.004 gini = 0.822 samples = 47 value = [0, 1, 2, 8, 10, 13, 6, 3, 3, 1] class = cow 1962->1963 1990 X 7670 ≤ -0.54 gini = 0.383 samples = 18 value = [0, 1, 0, 14, 1, 0, 1, 0, 1, 0] class = dog 1962->1990 1964 X 6753 ≤ 0.767 gini = 0.838 samples = 32 value = [0, 1, 2, 8, 7, 2, 5, 3, 3, 1] class = dog 1963->1964 1985 X 16426 ≤ -0.916 gini = 0.418 samples = 15 value = [0, 0, 0, 0, 3, 11, 1, 0, 0, 0] class = cow 1963->1985 1965 X 8239 ≤ -0.683 gini = 0.835 samples = 25 value = [0, 1, 2, 1, 7, 2, 5, 3, 3, 1] class = squirrel 1964->1965 1984 gini = 0.0 samples = 7 value = [0, 0, 0, 7, 0, 0, 0, 0, 0, 0] class = dog 1964->1984 1966 X 7582 ≤ -0.578 gini = 0.245 samples = 7 value = [0, 1, 0, 0, 6, 0, 0, 0, 0, 0] class = squirrel 1965->1966 1969 X 10149 ≤ -0.03 gini = 0.833 samples = 18 value = [0, 0, 2, 1, 1, 2, 5, 3, 3, 1] class = horse 1965->1969 1967 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 1966->1967 1968 gini = 0.0 samples = 6 value = [0, 0, 0, 0, 6, 0, 0, 0, 0, 0] class = squirrel 1966->1968 1970 X 14827 ≤ 1.011 gini = 0.828 samples = 13 value = [0, 0, 2, 1, 1, 2, 0, 3, 3, 1] class = cat 1969->1970 1983 gini = 0.0 samples = 5 value = [0, 0, 0, 0, 0, 0, 5, 0, 0, 0] class = horse 1969->1983 1971 X 15513 ≤ -0.91 gini = 0.8 samples = 10 value = [0, 0, 2, 1, 1, 2, 0, 0, 3, 1] class = chicken 1970->1971 1982 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 3, 0, 0] class = cat 1970->1982 1972 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 0, 3, 0] class = chicken 1971->1972 1973 X 14083 ≤ -0.929 gini = 0.776 samples = 7 value = [0, 0, 2, 1, 1, 2, 0, 0, 0, 1] class = elephant 1971->1973 1974 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 2, 0, 0, 0, 0] class = cow 1973->1974 1975 X 17661 ≤ 0.638 gini = 0.72 samples = 5 value = [0, 0, 2, 1, 1, 0, 0, 0, 0, 1] class = elephant 1973->1975 1976 gini = 0.0 samples = 2 value = [0, 0, 2, 0, 0, 0, 0, 0, 0, 0] class = elephant 1975->1976 1977 X 13457 ≤ -0.778 gini = 0.667 samples = 3 value = [0, 0, 0, 1, 1, 0, 0, 0, 0, 1] class = dog 1975->1977 1978 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 1977->1978 1979 X 6104 ≤ -0.194 gini = 0.5 samples = 2 value = [0, 0, 0, 1, 1, 0, 0, 0, 0, 0] class = dog 1977->1979 1980 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 1979->1980 1981 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 1979->1981 1986 X 17188 ≤ -0.335 gini = 0.375 samples = 4 value = [0, 0, 0, 0, 3, 0, 1, 0, 0, 0] class = squirrel 1985->1986 1989 gini = 0.0 samples = 11 value = [0, 0, 0, 0, 0, 11, 0, 0, 0, 0] class = cow 1985->1989 1987 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 1986->1987 1988 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 3, 0, 0, 0, 0, 0] class = squirrel 1986->1988 1991 X 1683 ≤ -0.899 gini = 0.75 samples = 4 value = [0, 1, 0, 0, 1, 0, 1, 0, 1, 0] class = sheep 1990->1991 1998 gini = 0.0 samples = 14 value = [0, 0, 0, 14, 0, 0, 0, 0, 0, 0] class = dog 1990->1998 1992 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 1991->1992 1993 X 6438 ≤ -0.566 gini = 0.667 samples = 3 value = [0, 1, 0, 0, 0, 0, 1, 0, 1, 0] class = sheep 1991->1993 1994 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 1993->1994 1995 X 2495 ≤ -0.877 gini = 0.5 samples = 2 value = [0, 1, 0, 0, 0, 0, 0, 0, 1, 0] class = sheep 1993->1995 1996 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 1995->1996 1997 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 1995->1997 2000 X 10323 ≤ -0.429 gini = 0.56 samples = 5 value = [0, 1, 0, 0, 1, 3, 0, 0, 0, 0] class = cow 1999->2000 2005 gini = 0.0 samples = 13 value = [0, 0, 0, 0, 0, 0, 13, 0, 0, 0] class = horse 1999->2005 2001 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 3, 0, 0, 0, 0] class = cow 2000->2001 2002 X 14642 ≤ 0.771 gini = 0.5 samples = 2 value = [0, 1, 0, 0, 1, 0, 0, 0, 0, 0] class = sheep 2000->2002 2003 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 2002->2003 2004 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 2002->2004 2007 X 11006 ≤ -1.265 gini = 0.722 samples = 6 value = [0, 1, 0, 2, 0, 2, 1, 0, 0, 0] class = dog 2006->2007 2014 gini = 0.0 samples = 28 value = [0, 0, 0, 0, 0, 0, 28, 0, 0, 0] class = horse 2006->2014 2008 gini = 0.0 samples = 2 value = [0, 0, 0, 2, 0, 0, 0, 0, 0, 0] class = dog 2007->2008 2009 X 17148 ≤ 0.862 gini = 0.625 samples = 4 value = [0, 1, 0, 0, 0, 2, 1, 0, 0, 0] class = cow 2007->2009 2010 X 15645 ≤ 0.561 gini = 0.5 samples = 2 value = [0, 1, 0, 0, 0, 0, 1, 0, 0, 0] class = sheep 2009->2010 2013 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 2, 0, 0, 0, 0] class = cow 2009->2013 2011 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 2010->2011 2012 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 2010->2012 2016 X 20434 ≤ 1.158 gini = 0.881 samples = 810 value = [55, 58, 82, 67, 90, 62, 45, 89, 177, 85] class = chicken 2015->2016 2451 X 14059 ≤ 2.368 gini = 0.087 samples = 22 value = [1, 0, 0, 0, 0, 0, 0, 0, 21, 0] class = chicken 2015->2451 2017 X 5791 ≤ 1.818 gini = 0.889 samples = 526 value = [35, 36, 69, 47, 54, 35, 32, 76, 79, 63] class = chicken 2016->2017 2298 X 8176 ≤ -0.041 gini = 0.828 samples = 284 value = [20, 22, 13, 20, 36, 27, 13, 13, 98, 22] class = chicken 2016->2298 2018 X 15384 ≤ -1.168 gini = 0.888 samples = 496 value = [35, 36, 65, 30, 53, 35, 31, 72, 76, 63] class = chicken 2017->2018 2285 X 12383 ≤ 0.258 gini = 0.631 samples = 30 value = [0, 0, 4, 17, 1, 0, 1, 4, 3, 0] class = dog 2017->2285 2019 X 18917 ≤ -0.083 gini = 0.459 samples = 14 value = [10, 0, 0, 0, 1, 0, 0, 1, 2, 0] class = spider 2018->2019 2026 X 13630 ≤ -0.767 gini = 0.886 samples = 482 value = [25, 36, 65, 30, 52, 35, 31, 71, 74, 63] class = chicken 2018->2026 2020 gini = 0.0 samples = 10 value = [10, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 2019->2020 2021 X 20192 ≤ -0.39 gini = 0.625 samples = 4 value = [0, 0, 0, 0, 1, 0, 0, 1, 2, 0] class = chicken 2019->2021 2022 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 2, 0] class = chicken 2021->2022 2023 X 1371 ≤ 0.467 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 1, 0, 0, 1, 0, 0] class = squirrel 2021->2023 2024 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 2023->2024 2025 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 2023->2025 2027 X 9448 ≤ 1.181 gini = 0.851 samples = 101 value = [7, 5, 13, 10, 30, 9, 5, 7, 10, 5] class = squirrel 2026->2027 2078 X 13762 ≤ 2.074 gini = 0.878 samples = 381 value = [18, 31, 52, 20, 22, 26, 26, 64, 64, 58] class = cat 2026->2078 2028 X 15319 ≤ -0.982 gini = 0.885 samples = 80 value = [7, 5, 13, 10, 14, 6, 5, 7, 8, 5] class = squirrel 2027->2028 2071 X 3540 ≤ -0.941 gini = 0.39 samples = 21 value = [0, 0, 0, 0, 16, 3, 0, 0, 2, 0] class = squirrel 2027->2071 2029 gini = 0.0 samples = 7 value = [0, 0, 7, 0, 0, 0, 0, 0, 0, 0] class = elephant 2028->2029 2030 X 9586 ≤ 0.978 gini = 0.886 samples = 73 value = [7, 5, 6, 10, 14, 6, 5, 7, 8, 5] class = squirrel 2028->2030 2031 X 11061 ≤ 1.718 gini = 0.893 samples = 61 value = [7, 5, 6, 9, 5, 6, 5, 7, 8, 3] class = dog 2030->2031 2066 X 14650 ≤ -0.175 gini = 0.403 samples = 12 value = [0, 0, 0, 1, 9, 0, 0, 0, 0, 2] class = squirrel 2030->2066 2032 X 5342 ≤ 1.31 gini = 0.886 samples = 55 value = [7, 4, 6, 9, 5, 6, 5, 2, 8, 3] class = dog 2031->2032 2063 X 20293 ≤ 0.013 gini = 0.278 samples = 6 value = [0, 1, 0, 0, 0, 0, 0, 5, 0, 0] class = cat 2031->2063 2033 X 2994 ≤ 0.883 gini = 0.888 samples = 48 value = [7, 4, 6, 3, 5, 6, 5, 2, 7, 3] class = spider 2032->2033 2060 X 18145 ≤ 1.271 gini = 0.245 samples = 7 value = [0, 0, 0, 6, 0, 0, 0, 0, 1, 0] class = dog 2032->2060 2034 X 6346 ≤ -0.774 gini = 0.863 samples = 36 value = [1, 0, 6, 2, 5, 5, 5, 2, 7, 3] class = chicken 2033->2034 2053 X 5502 ≤ 0.213 gini = 0.625 samples = 12 value = [6, 4, 0, 1, 0, 1, 0, 0, 0, 0] class = spider 2033->2053 2035 gini = 0.0 samples = 5 value = [0, 0, 0, 0, 0, 5, 0, 0, 0, 0] class = cow 2034->2035 2036 X 7994 ≤ -0.677 gini = 0.841 samples = 31 value = [1, 0, 6, 2, 5, 0, 5, 2, 7, 3] class = chicken 2034->2036 2037 gini = 0.0 samples = 5 value = [0, 0, 0, 0, 0, 0, 5, 0, 0, 0] class = horse 2036->2037 2038 X 8418 ≤ -0.664 gini = 0.811 samples = 26 value = [1, 0, 6, 2, 5, 0, 0, 2, 7, 3] class = chicken 2036->2038 2039 X 9720 ≤ -0.319 gini = 0.278 samples = 6 value = [1, 0, 0, 0, 5, 0, 0, 0, 0, 0] class = squirrel 2038->2039 2042 X 16020 ≤ -0.429 gini = 0.745 samples = 20 value = [0, 0, 6, 2, 0, 0, 0, 2, 7, 3] class = chicken 2038->2042 2040 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 2039->2040 2041 gini = 0.0 samples = 5 value = [0, 0, 0, 0, 5, 0, 0, 0, 0, 0] class = squirrel 2039->2041 2043 X 6439 ≤ 1.115 gini = 0.219 samples = 8 value = [0, 0, 0, 0, 0, 0, 0, 0, 7, 1] class = chicken 2042->2043 2046 X 4953 ≤ 0.412 gini = 0.667 samples = 12 value = [0, 0, 6, 2, 0, 0, 0, 2, 0, 2] class = elephant 2042->2046 2044 gini = 0.0 samples = 7 value = [0, 0, 0, 0, 0, 0, 0, 0, 7, 0] class = chicken 2043->2044 2045 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 2043->2045 2047 gini = 0.0 samples = 6 value = [0, 0, 6, 0, 0, 0, 0, 0, 0, 0] class = elephant 2046->2047 2048 X 7566 ≤ 0.164 gini = 0.667 samples = 6 value = [0, 0, 0, 2, 0, 0, 0, 2, 0, 2] class = dog 2046->2048 2049 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 2, 0, 0] class = cat 2048->2049 2050 X 5430 ≤ -0.154 gini = 0.5 samples = 4 value = [0, 0, 0, 2, 0, 0, 0, 0, 0, 2] class = dog 2048->2050 2051 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 2] class = butterfly 2050->2051 2052 gini = 0.0 samples = 2 value = [0, 0, 0, 2, 0, 0, 0, 0, 0, 0] class = dog 2050->2052 2054 gini = 0.0 samples = 6 value = [6, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 2053->2054 2055 X 2003 ≤ -0.878 gini = 0.5 samples = 6 value = [0, 4, 0, 1, 0, 1, 0, 0, 0, 0] class = sheep 2053->2055 2056 X 6983 ≤ -0.879 gini = 0.5 samples = 2 value = [0, 0, 0, 1, 0, 1, 0, 0, 0, 0] class = dog 2055->2056 2059 gini = 0.0 samples = 4 value = [0, 4, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 2055->2059 2057 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 2056->2057 2058 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 2056->2058 2061 gini = 0.0 samples = 6 value = [0, 0, 0, 6, 0, 0, 0, 0, 0, 0] class = dog 2060->2061 2062 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 2060->2062 2064 gini = 0.0 samples = 5 value = [0, 0, 0, 0, 0, 0, 0, 5, 0, 0] class = cat 2063->2064 2065 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 2063->2065 2067 gini = 0.0 samples = 9 value = [0, 0, 0, 0, 9, 0, 0, 0, 0, 0] class = squirrel 2066->2067 2068 X 12491 ≤ -0.041 gini = 0.444 samples = 3 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 2] class = butterfly 2066->2068 2069 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 2] class = butterfly 2068->2069 2070 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 2068->2070 2072 X 8616 ≤ -0.712 gini = 0.375 samples = 4 value = [0, 0, 0, 0, 0, 3, 0, 0, 1, 0] class = cow 2071->2072 2075 X 13684 ≤ 2.116 gini = 0.111 samples = 17 value = [0, 0, 0, 0, 16, 0, 0, 0, 1, 0] class = squirrel 2071->2075 2073 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 2072->2073 2074 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 3, 0, 0, 0, 0] class = cow 2072->2074 2076 gini = 0.0 samples = 16 value = [0, 0, 0, 0, 16, 0, 0, 0, 0, 0] class = squirrel 2075->2076 2077 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 2075->2077 2079 X 3222 ≤ -0.501 gini = 0.877 samples = 372 value = [18, 31, 44, 20, 22, 25, 26, 64, 64, 58] class = cat 2078->2079 2282 X 15170 ≤ -1.232 gini = 0.198 samples = 9 value = [0, 0, 8, 0, 0, 1, 0, 0, 0, 0] class = elephant 2078->2282 2080 X 16270 ≤ -0.58 gini = 0.863 samples = 157 value = [4, 12, 8, 9, 15, 14, 20, 38, 26, 11] class = cat 2079->2080 2163 X 13727 ≤ 1.418 gini = 0.859 samples = 215 value = [14, 19, 36, 11, 7, 11, 6, 26, 38, 47] class = butterfly 2079->2163 2081 X 1610 ≤ -0.701 gini = 0.806 samples = 44 value = [2, 6, 0, 2, 8, 3, 5, 0, 15, 3] class = chicken 2080->2081 2102 X 7081 ≤ -0.74 gini = 0.83 samples = 113 value = [2, 6, 8, 7, 7, 11, 15, 38, 11, 8] class = cat 2080->2102 2082 X 5728 ≤ -0.563 gini = 0.783 samples = 23 value = [2, 0, 0, 0, 8, 3, 5, 0, 2, 3] class = squirrel 2081->2082 2097 X 9906 ≤ 0.621 gini = 0.526 samples = 21 value = [0, 6, 0, 2, 0, 0, 0, 0, 13, 0] class = chicken 2081->2097 2083 X 10441 ≤ 0.935 gini = 0.219 samples = 8 value = [0, 0, 0, 0, 7, 0, 0, 0, 1, 0] class = squirrel 2082->2083 2086 X 16464 ≤ 0.514 gini = 0.782 samples = 15 value = [2, 0, 0, 0, 1, 3, 5, 0, 1, 3] class = horse 2082->2086 2084 gini = 0.0 samples = 7 value = [0, 0, 0, 0, 7, 0, 0, 0, 0, 0] class = squirrel 2083->2084 2085 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 2083->2085 2087 X 11816 ≤ 0.273 gini = 0.76 samples = 10 value = [2, 0, 0, 0, 1, 3, 0, 0, 1, 3] class = cow 2086->2087 2096 gini = 0.0 samples = 5 value = [0, 0, 0, 0, 0, 0, 5, 0, 0, 0] class = horse 2086->2096 2088 X 4432 ≤ -0.833 gini = 0.694 samples = 7 value = [2, 0, 0, 0, 1, 0, 0, 0, 1, 3] class = butterfly 2087->2088 2095 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 3, 0, 0, 0, 0] class = cow 2087->2095 2089 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 3] class = butterfly 2088->2089 2090 X 2412 ≤ -0.832 gini = 0.625 samples = 4 value = [2, 0, 0, 0, 1, 0, 0, 0, 1, 0] class = spider 2088->2090 2091 X 8906 ≤ -0.276 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 1, 0, 0, 0, 1, 0] class = squirrel 2090->2091 2094 gini = 0.0 samples = 2 value = [2, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 2090->2094 2092 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 2091->2092 2093 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 2091->2093 2098 X 5597 ≤ 0.229 gini = 0.231 samples = 15 value = [0, 0, 0, 2, 0, 0, 0, 0, 13, 0] class = chicken 2097->2098 2101 gini = 0.0 samples = 6 value = [0, 6, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 2097->2101 2099 gini = 0.0 samples = 13 value = [0, 0, 0, 0, 0, 0, 0, 0, 13, 0] class = chicken 2098->2099 2100 gini = 0.0 samples = 2 value = [0, 0, 0, 2, 0, 0, 0, 0, 0, 0] class = dog 2098->2100 2103 X 5965 ≤ -1.062 gini = 0.564 samples = 33 value = [0, 1, 2, 4, 0, 2, 0, 21, 0, 3] class = cat 2102->2103 2116 X 17229 ≤ 0.883 gini = 0.865 samples = 80 value = [2, 5, 6, 3, 7, 9, 15, 17, 11, 5] class = cat 2102->2116 2104 X 16031 ≤ 0.4 gini = 0.656 samples = 8 value = [0, 1, 2, 4, 0, 1, 0, 0, 0, 0] class = dog 2103->2104 2111 X 14060 ≤ -0.712 gini = 0.278 samples = 25 value = [0, 0, 0, 0, 0, 1, 0, 21, 0, 3] class = cat 2103->2111 2105 gini = 0.0 samples = 4 value = [0, 0, 0, 4, 0, 0, 0, 0, 0, 0] class = dog 2104->2105 2106 X 17743 ≤ 0.396 gini = 0.625 samples = 4 value = [0, 1, 2, 0, 0, 1, 0, 0, 0, 0] class = elephant 2104->2106 2107 gini = 0.0 samples = 2 value = [0, 0, 2, 0, 0, 0, 0, 0, 0, 0] class = elephant 2106->2107 2108 X 7715 ≤ -0.088 gini = 0.5 samples = 2 value = [0, 1, 0, 0, 0, 1, 0, 0, 0, 0] class = sheep 2106->2108 2109 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 2108->2109 2110 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 2108->2110 2112 X 8405 ≤ -0.266 gini = 0.375 samples = 4 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 3] class = butterfly 2111->2112 2115 gini = 0.0 samples = 21 value = [0, 0, 0, 0, 0, 0, 0, 21, 0, 0] class = cat 2111->2115 2113 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 2112->2113 2114 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 3] class = butterfly 2112->2114 2117 X 3385 ≤ -0.952 gini = 0.841 samples = 58 value = [2, 4, 0, 2, 7, 8, 4, 16, 10, 5] class = cat 2116->2117 2150 X 11923 ≤ 0.157 gini = 0.665 samples = 22 value = [0, 1, 6, 1, 0, 1, 11, 1, 1, 0] class = horse 2116->2150 2118 gini = 0.0 samples = 8 value = [0, 0, 0, 0, 0, 0, 0, 8, 0, 0] class = cat 2117->2118 2119 X 12242 ≤ -0.835 gini = 0.863 samples = 50 value = [2, 4, 0, 2, 7, 8, 4, 8, 10, 5] class = chicken 2117->2119 2120 X 2889 ≤ -0.654 gini = 0.245 samples = 7 value = [0, 0, 0, 1, 0, 6, 0, 0, 0, 0] class = cow 2119->2120 2123 X 15556 ≤ 1.393 gini = 0.849 samples = 43 value = [2, 4, 0, 1, 7, 2, 4, 8, 10, 5] class = chicken 2119->2123 2121 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 2120->2121 2122 gini = 0.0 samples = 6 value = [0, 0, 0, 0, 0, 6, 0, 0, 0, 0] class = cow 2120->2122 2124 X 19045 ≤ 1.185 gini = 0.838 samples = 38 value = [2, 4, 0, 1, 2, 2, 4, 8, 10, 5] class = chicken 2123->2124 2149 gini = 0.0 samples = 5 value = [0, 0, 0, 0, 5, 0, 0, 0, 0, 0] class = squirrel 2123->2149 2125 X 1859 ≤ 0.66 gini = 0.858 samples = 30 value = [2, 4, 0, 1, 2, 2, 4, 7, 3, 5] class = cat 2124->2125 2146 X 10512 ≤ 0.861 gini = 0.219 samples = 8 value = [0, 0, 0, 0, 0, 0, 0, 1, 7, 0] class = chicken 2124->2146 2126 X 19865 ≤ 0.59 gini = 0.851 samples = 22 value = [2, 4, 0, 1, 2, 2, 3, 0, 3, 5] class = butterfly 2125->2126 2143 X 3447 ≤ 2.281 gini = 0.219 samples = 8 value = [0, 0, 0, 0, 0, 0, 1, 7, 0, 0] class = cat 2125->2143 2127 X 14959 ≤ 0.471 gini = 0.828 samples = 16 value = [2, 4, 0, 1, 1, 2, 3, 0, 3, 0] class = sheep 2126->2127 2140 X 2416 ≤ -0.396 gini = 0.278 samples = 6 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 5] class = butterfly 2126->2140 2128 X 10992 ≤ -0.514 gini = 0.806 samples = 12 value = [2, 0, 0, 1, 1, 2, 3, 0, 3, 0] class = horse 2127->2128 2139 gini = 0.0 samples = 4 value = [0, 4, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 2127->2139 2129 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 3, 0, 0, 0] class = horse 2128->2129 2130 X 20177 ≤ 0.482 gini = 0.765 samples = 9 value = [2, 0, 0, 1, 1, 2, 0, 0, 3, 0] class = chicken 2128->2130 2131 X 10366 ≤ -0.174 gini = 0.722 samples = 6 value = [2, 0, 0, 1, 1, 2, 0, 0, 0, 0] class = spider 2130->2131 2138 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 0, 3, 0] class = chicken 2130->2138 2132 gini = 0.0 samples = 2 value = [2, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 2131->2132 2133 X 7579 ≤ 0.069 gini = 0.625 samples = 4 value = [0, 0, 0, 1, 1, 2, 0, 0, 0, 0] class = cow 2131->2133 2134 X 16779 ≤ -0.005 gini = 0.5 samples = 2 value = [0, 0, 0, 1, 1, 0, 0, 0, 0, 0] class = dog 2133->2134 2137 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 2, 0, 0, 0, 0] class = cow 2133->2137 2135 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 2134->2135 2136 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 2134->2136 2141 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 2140->2141 2142 gini = 0.0 samples = 5 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 5] class = butterfly 2140->2142 2144 gini = 0.0 samples = 7 value = [0, 0, 0, 0, 0, 0, 0, 7, 0, 0] class = cat 2143->2144 2145 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 2143->2145 2147 gini = 0.0 samples = 7 value = [0, 0, 0, 0, 0, 0, 0, 0, 7, 0] class = chicken 2146->2147 2148 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 2146->2148 2151 X 10274 ≤ 0.544 gini = 0.444 samples = 15 value = [0, 1, 0, 0, 0, 1, 11, 1, 1, 0] class = horse 2150->2151 2160 X 15636 ≤ 1.081 gini = 0.245 samples = 7 value = [0, 0, 6, 1, 0, 0, 0, 0, 0, 0] class = elephant 2150->2160 2152 gini = 0.0 samples = 11 value = [0, 0, 0, 0, 0, 0, 11, 0, 0, 0] class = horse 2151->2152 2153 X 14968 ≤ -0.943 gini = 0.75 samples = 4 value = [0, 1, 0, 0, 0, 1, 0, 1, 1, 0] class = sheep 2151->2153 2154 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 2153->2154 2155 X 12495 ≤ -0.708 gini = 0.667 samples = 3 value = [0, 1, 0, 0, 0, 1, 0, 0, 1, 0] class = sheep 2153->2155 2156 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 2155->2156 2157 X 10848 ≤ 0.441 gini = 0.5 samples = 2 value = [0, 1, 0, 0, 0, 0, 0, 0, 1, 0] class = sheep 2155->2157 2158 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 2157->2158 2159 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 2157->2159 2161 gini = 0.0 samples = 6 value = [0, 0, 6, 0, 0, 0, 0, 0, 0, 0] class = elephant 2160->2161 2162 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 2160->2162 2164 X 11939 ≤ -0.373 gini = 0.858 samples = 191 value = [11, 19, 21, 10, 7, 11, 6, 24, 38, 44] class = butterfly 2163->2164 2271 X 14001 ≤ -0.288 gini = 0.569 samples = 24 value = [3, 0, 15, 1, 0, 0, 0, 2, 0, 3] class = elephant 2163->2271 2165 X 5054 ≤ -0.356 gini = 0.816 samples = 43 value = [6, 15, 2, 4, 0, 3, 4, 3, 5, 1] class = sheep 2164->2165 2190 X 14356 ≤ -0.81 gini = 0.82 samples = 148 value = [5, 4, 19, 6, 7, 8, 2, 21, 33, 43] class = butterfly 2164->2190 2166 X 5901 ≤ -0.85 gini = 0.328 samples = 16 value = [1, 13, 0, 0, 0, 1, 1, 0, 0, 0] class = sheep 2165->2166 2173 X 5075 ≤ 0.658 gini = 0.867 samples = 27 value = [5, 2, 2, 4, 0, 2, 3, 3, 5, 1] class = spider 2165->2173 2167 X 19623 ≤ 0.388 gini = 0.667 samples = 3 value = [1, 0, 0, 0, 0, 1, 1, 0, 0, 0] class = spider 2166->2167 2172 gini = 0.0 samples = 13 value = [0, 13, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 2166->2172 2168 X 11165 ≤ 0.678 gini = 0.5 samples = 2 value = [1, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = spider 2167->2168 2171 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 2167->2171 2169 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 2168->2169 2170 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 2168->2170 2174 X 6200 ≤ -0.612 gini = 0.851 samples = 22 value = [0, 2, 2, 4, 0, 2, 3, 3, 5, 1] class = chicken 2173->2174 2189 gini = 0.0 samples = 5 value = [5, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 2173->2189 2175 gini = 0.0 samples = 4 value = [0, 0, 0, 4, 0, 0, 0, 0, 0, 0] class = dog 2174->2175 2176 X 9862 ≤ 0.661 gini = 0.827 samples = 18 value = [0, 2, 2, 0, 0, 2, 3, 3, 5, 1] class = chicken 2174->2176 2177 X 15399 ≤ 0.09 gini = 0.817 samples = 13 value = [0, 2, 2, 0, 0, 2, 3, 3, 0, 1] class = horse 2176->2177 2188 gini = 0.0 samples = 5 value = [0, 0, 0, 0, 0, 0, 0, 0, 5, 0] class = chicken 2176->2188 2178 X 11214 ≤ 0.044 gini = 0.78 samples = 10 value = [0, 2, 2, 0, 0, 2, 0, 3, 0, 1] class = cat 2177->2178 2187 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 3, 0, 0, 0] class = horse 2177->2187 2179 X 8131 ≤ -0.513 gini = 0.735 samples = 7 value = [0, 2, 2, 0, 0, 2, 0, 0, 0, 1] class = sheep 2178->2179 2186 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 3, 0, 0] class = cat 2178->2186 2180 X 13698 ≤ -0.407 gini = 0.64 samples = 5 value = [0, 0, 2, 0, 0, 2, 0, 0, 0, 1] class = elephant 2179->2180 2185 gini = 0.0 samples = 2 value = [0, 2, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 2179->2185 2181 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 2, 0, 0, 0, 0] class = cow 2180->2181 2182 X 4456 ≤ -0.57 gini = 0.444 samples = 3 value = [0, 0, 2, 0, 0, 0, 0, 0, 0, 1] class = elephant 2180->2182 2183 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 2182->2183 2184 gini = 0.0 samples = 2 value = [0, 0, 2, 0, 0, 0, 0, 0, 0, 0] class = elephant 2182->2184 2191 X 7768 ≤ 1.596 gini = 0.227 samples = 16 value = [0, 0, 0, 1, 0, 0, 0, 0, 1, 14] class = butterfly 2190->2191 2196 X 17532 ≤ 0.048 gini = 0.836 samples = 132 value = [5, 4, 19, 5, 7, 8, 2, 21, 32, 29] class = chicken 2190->2196 2192 gini = 0.0 samples = 14 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 14] class = butterfly 2191->2192 2193 X 14384 ≤ 0.457 gini = 0.5 samples = 2 value = [0, 0, 0, 1, 0, 0, 0, 0, 1, 0] class = dog 2191->2193 2194 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 2193->2194 2195 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 2193->2195 2197 X 7146 ≤ -0.699 gini = 0.808 samples = 68 value = [1, 3, 15, 3, 3, 6, 0, 12, 4, 21] class = butterfly 2196->2197 2238 X 10751 ≤ 0.003 gini = 0.758 samples = 64 value = [4, 1, 4, 2, 4, 2, 2, 9, 28, 8] class = chicken 2196->2238 2198 X 2625 ≤ -0.766 gini = 0.314 samples = 11 value = [0, 0, 9, 0, 0, 0, 0, 0, 1, 1] class = elephant 2197->2198 2203 X 4240 ≤ 0.072 gini = 0.799 samples = 57 value = [1, 3, 6, 3, 3, 6, 0, 12, 3, 20] class = butterfly 2197->2203 2199 X 14561 ≤ 0.117 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 1] class = chicken 2198->2199 2202 gini = 0.0 samples = 9 value = [0, 0, 9, 0, 0, 0, 0, 0, 0, 0] class = elephant 2198->2202 2200 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 2199->2200 2201 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 2199->2201 2204 X 5081 ≤ 0.152 gini = 0.816 samples = 31 value = [0, 3, 3, 1, 2, 6, 0, 10, 3, 3] class = cat 2203->2204 2223 X 3708 ≤ 0.648 gini = 0.544 samples = 26 value = [1, 0, 3, 2, 1, 0, 0, 2, 0, 17] class = butterfly 2203->2223 2205 X 7428 ≤ -0.245 gini = 0.79 samples = 18 value = [0, 3, 2, 1, 0, 6, 0, 0, 3, 3] class = cow 2204->2205 2218 X 15453 ≤ -0.495 gini = 0.379 samples = 13 value = [0, 0, 1, 0, 2, 0, 0, 10, 0, 0] class = cat 2204->2218 2206 X 17817 ≤ 0.437 gini = 0.76 samples = 11 value = [0, 3, 1, 1, 0, 0, 0, 0, 3, 3] class = sheep 2205->2206 2215 X 9843 ≤ -1.125 gini = 0.245 samples = 7 value = [0, 0, 1, 0, 0, 6, 0, 0, 0, 0] class = cow 2205->2215 2207 X 15133 ≤ 0.733 gini = 0.688 samples = 8 value = [0, 3, 1, 1, 0, 0, 0, 0, 0, 3] class = sheep 2206->2207 2214 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 0, 3, 0] class = chicken 2206->2214 2208 X 5632 ≤ -0.182 gini = 0.56 samples = 5 value = [0, 0, 1, 1, 0, 0, 0, 0, 0, 3] class = butterfly 2207->2208 2213 gini = 0.0 samples = 3 value = [0, 3, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 2207->2213 2209 X 10609 ≤ 1.499 gini = 0.5 samples = 2 value = [0, 0, 1, 1, 0, 0, 0, 0, 0, 0] class = elephant 2208->2209 2212 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 3] class = butterfly 2208->2212 2210 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 2209->2210 2211 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 2209->2211 2216 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 2215->2216 2217 gini = 0.0 samples = 6 value = [0, 0, 0, 0, 0, 6, 0, 0, 0, 0] class = cow 2215->2217 2219 X 5934 ≤ -1.0 gini = 0.444 samples = 3 value = [0, 0, 1, 0, 2, 0, 0, 0, 0, 0] class = squirrel 2218->2219 2222 gini = 0.0 samples = 10 value = [0, 0, 0, 0, 0, 0, 0, 10, 0, 0] class = cat 2218->2222 2220 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 2219->2220 2221 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 2, 0, 0, 0, 0, 0] class = squirrel 2219->2221 2224 X 7593 ≤ -1.048 gini = 0.194 samples = 19 value = [0, 0, 0, 1, 0, 0, 0, 1, 0, 17] class = butterfly 2223->2224 2229 X 13766 ≤ 0.273 gini = 0.735 samples = 7 value = [1, 0, 3, 1, 1, 0, 0, 1, 0, 0] class = elephant 2223->2229 2225 X 15008 ≤ 0.328 gini = 0.5 samples = 2 value = [0, 0, 0, 1, 0, 0, 0, 1, 0, 0] class = dog 2224->2225 2228 gini = 0.0 samples = 17 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 17] class = butterfly 2224->2228 2226 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 2225->2226 2227 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 2225->2227 2230 gini = 0.0 samples = 3 value = [0, 0, 3, 0, 0, 0, 0, 0, 0, 0] class = elephant 2229->2230 2231 X 1527 ≤ -0.594 gini = 0.75 samples = 4 value = [1, 0, 0, 1, 1, 0, 0, 1, 0, 0] class = spider 2229->2231 2232 X 17622 ≤ -1.094 gini = 0.5 samples = 2 value = [0, 0, 0, 1, 1, 0, 0, 0, 0, 0] class = dog 2231->2232 2235 X 8344 ≤ -0.46 gini = 0.5 samples = 2 value = [1, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = spider 2231->2235 2233 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 2232->2233 2234 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 2232->2234 2236 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 2235->2236 2237 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 2235->2237 2239 X 5881 ≤ 0.674 gini = 0.447 samples = 30 value = [2, 0, 1, 1, 0, 0, 2, 2, 22, 0] class = chicken 2238->2239 2252 X 8635 ≤ 0.733 gini = 0.841 samples = 34 value = [2, 1, 3, 1, 4, 2, 0, 7, 6, 8] class = butterfly 2238->2252 2240 X 14661 ≤ 0.713 gini = 0.156 samples = 24 value = [1, 0, 1, 0, 0, 0, 0, 0, 22, 0] class = chicken 2239->2240 2245 X 4913 ≤ -0.443 gini = 0.722 samples = 6 value = [1, 0, 0, 1, 0, 0, 2, 2, 0, 0] class = horse 2239->2245 2241 gini = 0.0 samples = 22 value = [0, 0, 0, 0, 0, 0, 0, 0, 22, 0] class = chicken 2240->2241 2242 X 18558 ≤ 1.526 gini = 0.5 samples = 2 value = [1, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = spider 2240->2242 2243 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 2242->2243 2244 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 2242->2244 2246 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 2, 0, 0] class = cat 2245->2246 2247 X 10241 ≤ 0.251 gini = 0.625 samples = 4 value = [1, 0, 0, 1, 0, 0, 2, 0, 0, 0] class = horse 2245->2247 2248 X 11089 ≤ -0.375 gini = 0.5 samples = 2 value = [1, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = spider 2247->2248 2251 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 2, 0, 0, 0] class = horse 2247->2251 2249 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 2248->2249 2250 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 2248->2250 2253 X 8582 ≤ 0.163 gini = 0.817 samples = 26 value = [2, 1, 3, 1, 4, 2, 0, 0, 5, 8] class = butterfly 2252->2253 2268 X 3343 ≤ 1.215 gini = 0.219 samples = 8 value = [0, 0, 0, 0, 0, 0, 0, 7, 1, 0] class = cat 2252->2268 2254 X 16471 ≤ 0.87 gini = 0.793 samples = 13 value = [2, 1, 3, 1, 4, 2, 0, 0, 0, 0] class = squirrel 2253->2254 2265 X 15180 ≤ 0.175 gini = 0.473 samples = 13 value = [0, 0, 0, 0, 0, 0, 0, 0, 5, 8] class = butterfly 2253->2265 2255 X 8597 ≤ 0.268 gini = 0.765 samples = 9 value = [2, 1, 3, 1, 0, 2, 0, 0, 0, 0] class = elephant 2254->2255 2264 gini = 0.0 samples = 4 value = [0, 0, 0, 0, 4, 0, 0, 0, 0, 0] class = squirrel 2254->2264 2256 X 16789 ≤ -0.062 gini = 0.722 samples = 6 value = [2, 1, 0, 1, 0, 2, 0, 0, 0, 0] class = spider 2255->2256 2263 gini = 0.0 samples = 3 value = [0, 0, 3, 0, 0, 0, 0, 0, 0, 0] class = elephant 2255->2263 2257 gini = 0.0 samples = 2 value = [2, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 2256->2257 2258 X 7231 ≤ 0.32 gini = 0.625 samples = 4 value = [0, 1, 0, 1, 0, 2, 0, 0, 0, 0] class = cow 2256->2258 2259 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 2, 0, 0, 0, 0] class = cow 2258->2259 2260 X 9859 ≤ -0.18 gini = 0.5 samples = 2 value = [0, 1, 0, 1, 0, 0, 0, 0, 0, 0] class = sheep 2258->2260 2261 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 2260->2261 2262 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 2260->2262 2266 gini = 0.0 samples = 8 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 8] class = butterfly 2265->2266 2267 gini = 0.0 samples = 5 value = [0, 0, 0, 0, 0, 0, 0, 0, 5, 0] class = chicken 2265->2267 2269 gini = 0.0 samples = 7 value = [0, 0, 0, 0, 0, 0, 0, 7, 0, 0] class = cat 2268->2269 2270 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 2268->2270 2272 X 16456 ≤ -0.555 gini = 0.653 samples = 7 value = [2, 0, 0, 0, 0, 0, 0, 2, 0, 3] class = butterfly 2271->2272 2277 X 11587 ≤ 1.483 gini = 0.215 samples = 17 value = [1, 0, 15, 1, 0, 0, 0, 0, 0, 0] class = elephant 2271->2277 2273 X 14484 ≤ -0.851 gini = 0.5 samples = 4 value = [2, 0, 0, 0, 0, 0, 0, 2, 0, 0] class = spider 2272->2273 2276 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 3] class = butterfly 2272->2276 2274 gini = 0.0 samples = 2 value = [2, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 2273->2274 2275 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 2, 0, 0] class = cat 2273->2275 2278 gini = 0.0 samples = 15 value = [0, 0, 15, 0, 0, 0, 0, 0, 0, 0] class = elephant 2277->2278 2279 X 1449 ≤ -0.129 gini = 0.5 samples = 2 value = [1, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = spider 2277->2279 2280 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 2279->2280 2281 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 2279->2281 2283 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 2282->2283 2284 gini = 0.0 samples = 8 value = [0, 0, 8, 0, 0, 0, 0, 0, 0, 0] class = elephant 2282->2284 2286 X 17505 ≤ -0.545 gini = 0.376 samples = 22 value = [0, 0, 0, 17, 0, 0, 0, 2, 3, 0] class = dog 2285->2286 2291 X 8156 ≤ -0.17 gini = 0.656 samples = 8 value = [0, 0, 4, 0, 1, 0, 1, 2, 0, 0] class = elephant 2285->2291 2287 X 5050 ≤ -0.691 gini = 0.48 samples = 5 value = [0, 0, 0, 0, 0, 0, 0, 2, 3, 0] class = chicken 2286->2287 2290 gini = 0.0 samples = 17 value = [0, 0, 0, 17, 0, 0, 0, 0, 0, 0] class = dog 2286->2290 2288 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 0, 3, 0] class = chicken 2287->2288 2289 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 2, 0, 0] class = cat 2287->2289 2292 X 8725 ≤ -0.044 gini = 0.625 samples = 4 value = [0, 0, 0, 0, 1, 0, 1, 2, 0, 0] class = cat 2291->2292 2297 gini = 0.0 samples = 4 value = [0, 0, 4, 0, 0, 0, 0, 0, 0, 0] class = elephant 2291->2297 2293 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 2, 0, 0] class = cat 2292->2293 2294 X 15836 ≤ -1.292 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 1, 0, 1, 0, 0, 0] class = squirrel 2292->2294 2295 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 2294->2295 2296 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 2294->2296 2299 X 20596 ≤ 1.105 gini = 0.88 samples = 119 value = [7, 10, 8, 6, 19, 20, 10, 6, 19, 14] class = cow 2298->2299 2368 X 12587 ≤ -0.039 gini = 0.734 samples = 165 value = [13, 12, 5, 14, 17, 7, 3, 7, 79, 8] class = chicken 2298->2368 2300 X 16734 ≤ 0.249 gini = 0.484 samples = 16 value = [0, 3, 0, 0, 11, 1, 0, 0, 1, 0] class = squirrel 2299->2300 2307 X 12375 ≤ 1.677 gini = 0.879 samples = 103 value = [7, 7, 8, 6, 8, 19, 10, 6, 18, 14] class = cow 2299->2307 2301 X 5366 ≤ 0.311 gini = 0.56 samples = 5 value = [0, 3, 0, 0, 0, 1, 0, 0, 1, 0] class = sheep 2300->2301 2306 gini = 0.0 samples = 11 value = [0, 0, 0, 0, 11, 0, 0, 0, 0, 0] class = squirrel 2300->2306 2302 gini = 0.0 samples = 3 value = [0, 3, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 2301->2302 2303 X 9543 ≤ 0.81 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 0, 1, 0, 0, 1, 0] class = cow 2301->2303 2304 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 2303->2304 2305 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 2303->2305 2308 X 9620 ≤ 0.779 gini = 0.883 samples = 92 value = [7, 7, 8, 5, 8, 10, 9, 6, 18, 14] class = chicken 2307->2308 2363 X 9753 ≤ 0.785 gini = 0.314 samples = 11 value = [0, 0, 0, 1, 0, 9, 1, 0, 0, 0] class = cow 2307->2363 2309 X 16226 ≤ 0.445 gini = 0.868 samples = 74 value = [7, 6, 8, 5, 4, 1, 8, 6, 17, 12] class = chicken 2308->2309 2352 X 7505 ≤ -0.327 gini = 0.679 samples = 18 value = [0, 1, 0, 0, 4, 9, 1, 0, 1, 2] class = cow 2308->2352 2310 X 20681 ≤ -0.722 gini = 0.875 samples = 55 value = [4, 5, 8, 5, 4, 1, 6, 5, 5, 12] class = butterfly 2309->2310 2343 X 10868 ≤ -0.783 gini = 0.56 samples = 19 value = [3, 1, 0, 0, 0, 0, 2, 1, 12, 0] class = chicken 2309->2343 2311 X 12641 ≤ 0.368 gini = 0.524 samples = 15 value = [1, 1, 0, 0, 0, 0, 1, 0, 2, 10] class = butterfly 2310->2311 2320 X 6664 ≤ 0.62 gini = 0.879 samples = 40 value = [3, 4, 8, 5, 4, 1, 5, 5, 3, 2] class = elephant 2310->2320 2312 gini = 0.0 samples = 10 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 10] class = butterfly 2311->2312 2313 X 13017 ≤ -0.247 gini = 0.72 samples = 5 value = [1, 1, 0, 0, 0, 0, 1, 0, 2, 0] class = chicken 2311->2313 2314 X 8162 ≤ -0.193 gini = 0.667 samples = 3 value = [1, 1, 0, 0, 0, 0, 1, 0, 0, 0] class = spider 2313->2314 2319 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 2, 0] class = chicken 2313->2319 2315 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 2314->2315 2316 X 12172 ≤ 0.466 gini = 0.5 samples = 2 value = [1, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = spider 2314->2316 2317 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 2316->2317 2318 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 2316->2318 2321 X 11754 ≤ 1.473 gini = 0.875 samples = 29 value = [3, 4, 0, 5, 4, 1, 4, 3, 3, 2] class = dog 2320->2321 2338 X 4602 ≤ 0.34 gini = 0.43 samples = 11 value = [0, 0, 8, 0, 0, 0, 1, 2, 0, 0] class = elephant 2320->2338 2322 X 17787 ≤ 0.304 gini = 0.858 samples = 25 value = [3, 4, 0, 5, 0, 1, 4, 3, 3, 2] class = dog 2321->2322 2337 gini = 0.0 samples = 4 value = [0, 0, 0, 0, 4, 0, 0, 0, 0, 0] class = squirrel 2321->2337 2323 X 12609 ≤ -0.717 gini = 0.789 samples = 16 value = [3, 4, 0, 0, 0, 0, 4, 0, 3, 2] class = sheep 2322->2323 2332 X 6603 ≤ -0.535 gini = 0.568 samples = 9 value = [0, 0, 0, 5, 0, 1, 0, 3, 0, 0] class = dog 2322->2332 2324 gini = 0.0 samples = 4 value = [0, 4, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 2323->2324 2325 X 8025 ≤ -0.629 gini = 0.736 samples = 12 value = [3, 0, 0, 0, 0, 0, 4, 0, 3, 2] class = horse 2323->2325 2326 X 7736 ≤ -0.307 gini = 0.656 samples = 8 value = [3, 0, 0, 0, 0, 0, 0, 0, 3, 2] class = spider 2325->2326 2331 gini = 0.0 samples = 4 value = [0, 0, 0, 0, 0, 0, 4, 0, 0, 0] class = horse 2325->2331 2327 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 0, 3, 0] class = chicken 2326->2327 2328 X 12229 ≤ 0.097 gini = 0.48 samples = 5 value = [3, 0, 0, 0, 0, 0, 0, 0, 0, 2] class = spider 2326->2328 2329 gini = 0.0 samples = 3 value = [3, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 2328->2329 2330 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 2] class = butterfly 2328->2330 2333 X 11798 ≤ -0.092 gini = 0.375 samples = 4 value = [0, 0, 0, 0, 0, 1, 0, 3, 0, 0] class = cat 2332->2333 2336 gini = 0.0 samples = 5 value = [0, 0, 0, 5, 0, 0, 0, 0, 0, 0] class = dog 2332->2336 2334 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 2333->2334 2335 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 3, 0, 0] class = cat 2333->2335 2339 gini = 0.0 samples = 8 value = [0, 0, 8, 0, 0, 0, 0, 0, 0, 0] class = elephant 2338->2339 2340 X 9049 ≤ 0.96 gini = 0.444 samples = 3 value = [0, 0, 0, 0, 0, 0, 1, 2, 0, 0] class = cat 2338->2340 2341 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 2, 0, 0] class = cat 2340->2341 2342 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 2340->2342 2344 X 15449 ≤ -0.696 gini = 0.611 samples = 6 value = [3, 0, 0, 0, 0, 0, 2, 1, 0, 0] class = spider 2343->2344 2349 X 3123 ≤ 2.178 gini = 0.142 samples = 13 value = [0, 1, 0, 0, 0, 0, 0, 0, 12, 0] class = chicken 2343->2349 2345 gini = 0.0 samples = 3 value = [3, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 2344->2345 2346 X 18174 ≤ 0.547 gini = 0.444 samples = 3 value = [0, 0, 0, 0, 0, 0, 2, 1, 0, 0] class = horse 2344->2346 2347 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 2, 0, 0, 0] class = horse 2346->2347 2348 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 2346->2348 2350 gini = 0.0 samples = 12 value = [0, 0, 0, 0, 0, 0, 0, 0, 12, 0] class = chicken 2349->2350 2351 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 2349->2351 2353 X 5312 ≤ -0.893 gini = 0.656 samples = 8 value = [0, 0, 0, 0, 4, 0, 1, 0, 1, 2] class = squirrel 2352->2353 2360 X 14723 ≤ -0.47 gini = 0.18 samples = 10 value = [0, 1, 0, 0, 0, 9, 0, 0, 0, 0] class = cow 2352->2360 2354 gini = 0.0 samples = 4 value = [0, 0, 0, 0, 4, 0, 0, 0, 0, 0] class = squirrel 2353->2354 2355 X 18679 ≤ 1.295 gini = 0.625 samples = 4 value = [0, 0, 0, 0, 0, 0, 1, 0, 1, 2] class = butterfly 2353->2355 2356 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 2] class = butterfly 2355->2356 2357 X 1855 ≤ -0.179 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 0, 0, 1, 0, 1, 0] class = horse 2355->2357 2358 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 2357->2358 2359 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 2357->2359 2361 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 2360->2361 2362 gini = 0.0 samples = 9 value = [0, 0, 0, 0, 0, 9, 0, 0, 0, 0] class = cow 2360->2362 2364 gini = 0.0 samples = 9 value = [0, 0, 0, 0, 0, 9, 0, 0, 0, 0] class = cow 2363->2364 2365 X 17289 ≤ -0.527 gini = 0.5 samples = 2 value = [0, 0, 0, 1, 0, 0, 1, 0, 0, 0] class = dog 2363->2365 2366 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 2365->2366 2367 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 2365->2367 2369 X 5037 ≤ 0.602 gini = 0.853 samples = 74 value = [7, 4, 4, 11, 12, 5, 0, 5, 19, 7] class = chicken 2368->2369 2408 X 11149 ≤ 0.782 gini = 0.547 samples = 91 value = [6, 8, 1, 3, 5, 2, 3, 2, 60, 1] class = chicken 2368->2408 2370 X 17929 ≤ -0.896 gini = 0.871 samples = 65 value = [7, 4, 4, 11, 12, 5, 0, 5, 10, 7] class = squirrel 2369->2370 2407 gini = 0.0 samples = 9 value = [0, 0, 0, 0, 0, 0, 0, 0, 9, 0] class = chicken 2369->2407 2371 gini = 0.0 samples = 6 value = [0, 0, 0, 0, 6, 0, 0, 0, 0, 0] class = squirrel 2370->2371 2372 X 6245 ≤ -0.877 gini = 0.874 samples = 59 value = [7, 4, 4, 11, 6, 5, 0, 5, 10, 7] class = dog 2370->2372 2373 X 19621 ≤ -0.608 gini = 0.37 samples = 9 value = [0, 1, 0, 7, 0, 1, 0, 0, 0, 0] class = dog 2372->2373 2378 X 9746 ≤ -0.948 gini = 0.874 samples = 50 value = [7, 3, 4, 4, 6, 4, 0, 5, 10, 7] class = chicken 2372->2378 2374 X 4489 ≤ -1.029 gini = 0.5 samples = 2 value = [0, 1, 0, 0, 0, 1, 0, 0, 0, 0] class = sheep 2373->2374 2377 gini = 0.0 samples = 7 value = [0, 0, 0, 7, 0, 0, 0, 0, 0, 0] class = dog 2373->2377 2375 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 2374->2375 2376 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 2374->2376 2379 gini = 0.0 samples = 5 value = [5, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 2378->2379 2380 X 12546 ≤ -0.618 gini = 0.866 samples = 45 value = [2, 3, 4, 4, 6, 4, 0, 5, 10, 7] class = chicken 2378->2380 2381 X 7798 ≤ -0.138 gini = 0.198 samples = 9 value = [0, 0, 0, 0, 0, 0, 0, 0, 8, 1] class = chicken 2380->2381 2384 X 7905 ≤ -0.677 gini = 0.875 samples = 36 value = [2, 3, 4, 4, 6, 4, 0, 5, 2, 6] class = squirrel 2380->2384 2382 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 2381->2382 2383 gini = 0.0 samples = 8 value = [0, 0, 0, 0, 0, 0, 0, 0, 8, 0] class = chicken 2381->2383 2385 gini = 0.0 samples = 5 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 5] class = butterfly 2384->2385 2386 X 16195 ≤ 0.649 gini = 0.868 samples = 31 value = [2, 3, 4, 4, 6, 4, 0, 5, 2, 1] class = squirrel 2384->2386 2387 X 2962 ≤ 0.279 gini = 0.848 samples = 27 value = [2, 3, 4, 4, 6, 0, 0, 5, 2, 1] class = squirrel 2386->2387 2406 gini = 0.0 samples = 4 value = [0, 0, 0, 0, 0, 4, 0, 0, 0, 0] class = cow 2386->2406 2388 X 14702 ≤ 0.872 gini = 0.834 samples = 21 value = [2, 3, 4, 4, 1, 0, 0, 5, 1, 1] class = cat 2387->2388 2403 X 6747 ≤ 0.594 gini = 0.278 samples = 6 value = [0, 0, 0, 0, 5, 0, 0, 0, 1, 0] class = squirrel 2387->2403 2389 X 17489 ≤ -0.738 gini = 0.791 samples = 15 value = [2, 3, 4, 4, 0, 0, 0, 0, 1, 1] class = elephant 2388->2389 2400 X 7623 ≤ -0.578 gini = 0.278 samples = 6 value = [0, 0, 0, 0, 1, 0, 0, 5, 0, 0] class = cat 2388->2400 2390 gini = 0.0 samples = 4 value = [0, 0, 4, 0, 0, 0, 0, 0, 0, 0] class = elephant 2389->2390 2391 X 15011 ≤ 1.287 gini = 0.744 samples = 11 value = [2, 3, 0, 4, 0, 0, 0, 0, 1, 1] class = dog 2389->2391 2392 X 6490 ≤ 0.488 gini = 0.694 samples = 7 value = [2, 3, 0, 0, 0, 0, 0, 0, 1, 1] class = sheep 2391->2392 2399 gini = 0.0 samples = 4 value = [0, 0, 0, 4, 0, 0, 0, 0, 0, 0] class = dog 2391->2399 2393 X 9574 ≤ -0.765 gini = 0.625 samples = 4 value = [2, 0, 0, 0, 0, 0, 0, 0, 1, 1] class = spider 2392->2393 2398 gini = 0.0 samples = 3 value = [0, 3, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 2392->2398 2394 X 9991 ≤ -0.337 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 1] class = chicken 2393->2394 2397 gini = 0.0 samples = 2 value = [2, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 2393->2397 2395 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 2394->2395 2396 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 2394->2396 2401 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 2400->2401 2402 gini = 0.0 samples = 5 value = [0, 0, 0, 0, 0, 0, 0, 5, 0, 0] class = cat 2400->2402 2404 gini = 0.0 samples = 5 value = [0, 0, 0, 0, 5, 0, 0, 0, 0, 0] class = squirrel 2403->2404 2405 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 2403->2405 2409 X 6643 ≤ -0.655 gini = 0.441 samples = 81 value = [5, 4, 1, 3, 2, 2, 3, 1, 60, 0] class = chicken 2408->2409 2442 X 5274 ≤ -0.503 gini = 0.72 samples = 10 value = [1, 4, 0, 0, 3, 0, 0, 1, 0, 1] class = sheep 2408->2442 2410 X 16349 ≤ -0.618 gini = 0.776 samples = 14 value = [5, 2, 0, 1, 1, 0, 2, 0, 3, 0] class = spider 2409->2410 2421 X 8190 ≤ 1.051 gini = 0.273 samples = 67 value = [0, 2, 1, 2, 1, 2, 1, 1, 57, 0] class = chicken 2409->2421 2411 gini = 0.0 samples = 5 value = [5, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 2410->2411 2412 X 13650 ≤ 0.665 gini = 0.765 samples = 9 value = [0, 2, 0, 1, 1, 0, 2, 0, 3, 0] class = chicken 2410->2412 2413 X 8060 ≤ -0.215 gini = 0.722 samples = 6 value = [0, 2, 0, 1, 1, 0, 2, 0, 0, 0] class = sheep 2412->2413 2420 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 0, 3, 0] class = chicken 2412->2420 2414 gini = 0.0 samples = 2 value = [0, 2, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 2413->2414 2415 X 15501 ≤ 0.514 gini = 0.625 samples = 4 value = [0, 0, 0, 1, 1, 0, 2, 0, 0, 0] class = horse 2413->2415 2416 X 17727 ≤ -0.654 gini = 0.5 samples = 2 value = [0, 0, 0, 1, 1, 0, 0, 0, 0, 0] class = dog 2415->2416 2419 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 2, 0, 0, 0] class = horse 2415->2419 2417 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 2416->2417 2418 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 2416->2418 2422 X 4468 ≤ -0.915 gini = 0.128 samples = 60 value = [0, 1, 1, 1, 0, 0, 1, 0, 56, 0] class = chicken 2421->2422 2431 X 8768 ≤ 0.122 gini = 0.816 samples = 7 value = [0, 1, 0, 1, 1, 2, 0, 1, 1, 0] class = cow 2421->2431 2423 X 12053 ≤ -0.779 gini = 0.667 samples = 3 value = [0, 1, 1, 0, 0, 0, 1, 0, 0, 0] class = sheep 2422->2423 2428 X 17184 ≤ 2.196 gini = 0.034 samples = 57 value = [0, 0, 0, 1, 0, 0, 0, 0, 56, 0] class = chicken 2422->2428 2424 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 2423->2424 2425 X 16931 ≤ -0.464 gini = 0.5 samples = 2 value = [0, 1, 1, 0, 0, 0, 0, 0, 0, 0] class = sheep 2423->2425 2426 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 2425->2426 2427 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 2425->2427 2429 gini = 0.0 samples = 56 value = [0, 0, 0, 0, 0, 0, 0, 0, 56, 0] class = chicken 2428->2429 2430 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 2428->2430 2432 X 9790 ≤ -1.017 gini = 0.8 samples = 5 value = [0, 1, 0, 1, 1, 0, 0, 1, 1, 0] class = sheep 2431->2432 2441 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 2, 0, 0, 0, 0] class = cow 2431->2441 2433 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 2432->2433 2434 X 2683 ≤ 0.998 gini = 0.75 samples = 4 value = [0, 1, 0, 1, 0, 0, 0, 1, 1, 0] class = sheep 2432->2434 2435 X 8434 ≤ 0.523 gini = 0.667 samples = 3 value = [0, 1, 0, 1, 0, 0, 0, 0, 1, 0] class = sheep 2434->2435 2440 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 2434->2440 2436 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 2435->2436 2437 X 9209 ≤ 0.611 gini = 0.5 samples = 2 value = [0, 0, 0, 1, 0, 0, 0, 0, 1, 0] class = dog 2435->2437 2438 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 2437->2438 2439 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 2437->2439 2443 X 14810 ≤ 0.024 gini = 0.667 samples = 6 value = [1, 0, 0, 0, 3, 0, 0, 1, 0, 1] class = squirrel 2442->2443 2450 gini = 0.0 samples = 4 value = [0, 4, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 2442->2450 2444 X 13975 ≤ 0.116 gini = 0.667 samples = 3 value = [1, 0, 0, 0, 0, 0, 0, 1, 0, 1] class = spider 2443->2444 2449 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 3, 0, 0, 0, 0, 0] class = squirrel 2443->2449 2445 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 2444->2445 2446 X 13130 ≤ -0.777 gini = 0.5 samples = 2 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = spider 2444->2446 2447 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 2446->2447 2448 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 2446->2448 2452 gini = 0.0 samples = 21 value = [0, 0, 0, 0, 0, 0, 0, 0, 21, 0] class = chicken 2451->2452 2453 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 2451->2453 2455 X 19613 ≤ 0.119 gini = 0.844 samples = 1019 value = [38, 36, 281, 57, 184, 41, 96, 64, 151, 71] class = elephant 2454->2455 3030 X 1669 ≤ 0.238 gini = 0.641 samples = 69 value = [2, 1, 6, 4, 11, 2, 39, 0, 2, 2] class = horse 2454->3030 2456 X 7482 ≤ 0.371 gini = 0.865 samples = 324 value = [18, 16, 38, 14, 63, 15, 38, 19, 70, 33] class = chicken 2455->2456 2647 X 12609 ≤ 0.175 gini = 0.813 samples = 695 value = [20, 20, 243, 43, 121, 26, 58, 45, 81, 38] class = elephant 2455->2647 2457 X 17136 ≤ 1.913 gini = 0.862 samples = 229 value = [9, 10, 29, 10, 56, 13, 34, 16, 31, 21] class = squirrel 2456->2457 2592 X 15683 ≤ -0.434 gini = 0.783 samples = 95 value = [9, 6, 9, 4, 7, 2, 4, 3, 39, 12] class = chicken 2456->2592 2458 X 10551 ≤ 2.016 gini = 0.872 samples = 214 value = [9, 9, 29, 10, 43, 13, 33, 16, 31, 21] class = squirrel 2457->2458 2587 X 16008 ≤ 0.665 gini = 0.24 samples = 15 value = [0, 1, 0, 0, 13, 0, 1, 0, 0, 0] class = squirrel 2457->2587 2459 X 14898 ≤ 1.315 gini = 0.877 samples = 205 value = [9, 9, 29, 10, 34, 13, 33, 16, 31, 21] class = squirrel 2458->2459 2586 gini = 0.0 samples = 9 value = [0, 0, 0, 0, 9, 0, 0, 0, 0, 0] class = squirrel 2458->2586 2460 X 9995 ≤ -0.414 gini = 0.872 samples = 185 value = [9, 9, 23, 10, 34, 13, 32, 14, 31, 10] class = squirrel 2459->2460 2579 X 6981 ≤ -0.709 gini = 0.595 samples = 20 value = [0, 0, 6, 0, 0, 0, 1, 2, 0, 11] class = butterfly 2459->2579 2461 X 11205 ≤ 0.76 gini = 0.802 samples = 82 value = [3, 1, 6, 4, 28, 6, 19, 6, 7, 2] class = squirrel 2460->2461 2508 X 560 ≤ -0.053 gini = 0.87 samples = 103 value = [6, 8, 17, 6, 6, 7, 13, 8, 24, 8] class = chicken 2460->2508 2462 X 12349 ≤ -0.066 gini = 0.762 samples = 59 value = [2, 1, 3, 4, 26, 6, 5, 5, 6, 1] class = squirrel 2461->2462 2495 X 14397 ≤ 0.91 gini = 0.597 samples = 23 value = [1, 0, 3, 0, 2, 0, 14, 1, 1, 1] class = horse 2461->2495 2463 X 15886 ≤ 1.64 gini = 0.508 samples = 35 value = [0, 1, 0, 1, 24, 1, 4, 2, 2, 0] class = squirrel 2462->2463 2478 X 5929 ≤ 1.01 gini = 0.865 samples = 24 value = [2, 0, 3, 3, 2, 5, 1, 3, 4, 1] class = cow 2462->2478 2464 X 1013 ≤ 3.031 gini = 0.351 samples = 30 value = [0, 1, 0, 1, 24, 1, 0, 2, 1, 0] class = squirrel 2463->2464 2475 X 11461 ≤ -1.075 gini = 0.32 samples = 5 value = [0, 0, 0, 0, 0, 0, 4, 0, 1, 0] class = horse 2463->2475 2465 X 17595 ≤ -1.04 gini = 0.145 samples = 26 value = [0, 1, 0, 0, 24, 1, 0, 0, 0, 0] class = squirrel 2464->2465 2470 X 13474 ≤ -0.143 gini = 0.625 samples = 4 value = [0, 0, 0, 1, 0, 0, 0, 2, 1, 0] class = cat 2464->2470 2466 X 8060 ≤ -0.513 gini = 0.5 samples = 2 value = [0, 1, 0, 0, 0, 1, 0, 0, 0, 0] class = sheep 2465->2466 2469 gini = 0.0 samples = 24 value = [0, 0, 0, 0, 24, 0, 0, 0, 0, 0] class = squirrel 2465->2469 2467 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 2466->2467 2468 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 2466->2468 2471 X 9590 ≤ 1.063 gini = 0.5 samples = 2 value = [0, 0, 0, 1, 0, 0, 0, 0, 1, 0] class = dog 2470->2471 2474 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 2, 0, 0] class = cat 2470->2474 2472 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 2471->2472 2473 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 2471->2473 2476 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 2475->2476 2477 gini = 0.0 samples = 4 value = [0, 0, 0, 0, 0, 0, 4, 0, 0, 0] class = horse 2475->2477 2479 X 7376 ≤ 0.115 gini = 0.84 samples = 18 value = [2, 0, 3, 3, 2, 0, 1, 3, 4, 0] class = chicken 2478->2479 2492 X 11565 ≤ 0.331 gini = 0.278 samples = 6 value = [0, 0, 0, 0, 0, 5, 0, 0, 0, 1] class = cow 2478->2492 2480 X 3102 ≤ 1.456 gini = 0.816 samples = 14 value = [2, 0, 3, 3, 2, 0, 1, 3, 0, 0] class = elephant 2479->2480 2491 gini = 0.0 samples = 4 value = [0, 0, 0, 0, 0, 0, 0, 0, 4, 0] class = chicken 2479->2491 2481 X 1776 ≤ 0.188 gini = 0.777 samples = 11 value = [2, 0, 3, 3, 2, 0, 1, 0, 0, 0] class = elephant 2480->2481 2490 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 3, 0, 0] class = cat 2480->2490 2482 X 4914 ≤ -0.157 gini = 0.719 samples = 8 value = [2, 0, 3, 0, 2, 0, 1, 0, 0, 0] class = elephant 2481->2482 2489 gini = 0.0 samples = 3 value = [0, 0, 0, 3, 0, 0, 0, 0, 0, 0] class = dog 2481->2489 2483 X 17235 ≤ -0.209 gini = 0.64 samples = 5 value = [2, 0, 0, 0, 2, 0, 1, 0, 0, 0] class = spider 2482->2483 2488 gini = 0.0 samples = 3 value = [0, 0, 3, 0, 0, 0, 0, 0, 0, 0] class = elephant 2482->2488 2484 gini = 0.0 samples = 2 value = [2, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 2483->2484 2485 X 1998 ≤ -0.072 gini = 0.444 samples = 3 value = [0, 0, 0, 0, 2, 0, 1, 0, 0, 0] class = squirrel 2483->2485 2486 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 2, 0, 0, 0, 0, 0] class = squirrel 2485->2486 2487 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 2485->2487 2493 gini = 0.0 samples = 5 value = [0, 0, 0, 0, 0, 5, 0, 0, 0, 0] class = cow 2492->2493 2494 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 2492->2494 2496 X 4249 ≤ 1.956 gini = 0.311 samples = 17 value = [0, 0, 0, 0, 0, 0, 14, 1, 1, 1] class = horse 2495->2496 2503 X 12228 ≤ -0.359 gini = 0.611 samples = 6 value = [1, 0, 3, 0, 2, 0, 0, 0, 0, 0] class = elephant 2495->2503 2497 gini = 0.0 samples = 14 value = [0, 0, 0, 0, 0, 0, 14, 0, 0, 0] class = horse 2496->2497 2498 X 14827 ≤ 1.397 gini = 0.667 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 1, 1, 1] class = cat 2496->2498 2499 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 2498->2499 2500 X 2082 ≤ 0.606 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 1] class = cat 2498->2500 2501 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 2500->2501 2502 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 2500->2502 2504 gini = 0.0 samples = 3 value = [0, 0, 3, 0, 0, 0, 0, 0, 0, 0] class = elephant 2503->2504 2505 X 579 ≤ 1.678 gini = 0.444 samples = 3 value = [1, 0, 0, 0, 2, 0, 0, 0, 0, 0] class = squirrel 2503->2505 2506 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 2, 0, 0, 0, 0, 0] class = squirrel 2505->2506 2507 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 2505->2507 2509 X 15607 ≤ 0.718 gini = 0.637 samples = 31 value = [1, 1, 2, 0, 1, 1, 2, 2, 18, 3] class = chicken 2508->2509 2532 X 14918 ≤ -1.12 gini = 0.882 samples = 72 value = [5, 7, 15, 6, 5, 6, 11, 6, 6, 5] class = elephant 2508->2532 2510 X 12681 ≤ 0.815 gini = 0.265 samples = 20 value = [0, 0, 0, 0, 0, 0, 1, 0, 17, 2] class = chicken 2509->2510 2515 X 4547 ≤ 0.475 gini = 0.876 samples = 11 value = [1, 1, 2, 0, 1, 1, 1, 2, 1, 1] class = elephant 2509->2515 2511 gini = 0.0 samples = 17 value = [0, 0, 0, 0, 0, 0, 0, 0, 17, 0] class = chicken 2510->2511 2512 X 11715 ≤ -0.202 gini = 0.444 samples = 3 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 2] class = butterfly 2510->2512 2513 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 2512->2513 2514 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 2] class = butterfly 2512->2514 2516 X 7007 ≤ -0.675 gini = 0.864 samples = 9 value = [1, 1, 2, 0, 1, 1, 1, 0, 1, 1] class = elephant 2515->2516 2531 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 2, 0, 0] class = cat 2515->2531 2517 gini = 0.0 samples = 2 value = [0, 0, 2, 0, 0, 0, 0, 0, 0, 0] class = elephant 2516->2517 2518 X 16826 ≤ -0.682 gini = 0.857 samples = 7 value = [1, 1, 0, 0, 1, 1, 1, 0, 1, 1] class = spider 2516->2518 2519 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 2518->2519 2520 X 4711 ≤ -0.97 gini = 0.833 samples = 6 value = [1, 0, 0, 0, 1, 1, 1, 0, 1, 1] class = spider 2518->2520 2521 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 2520->2521 2522 X 17690 ≤ -0.864 gini = 0.8 samples = 5 value = [1, 0, 0, 0, 1, 1, 0, 0, 1, 1] class = spider 2520->2522 2523 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 2522->2523 2524 X 20523 ≤ 0.534 gini = 0.75 samples = 4 value = [1, 0, 0, 0, 1, 1, 0, 0, 0, 1] class = spider 2522->2524 2525 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 2524->2525 2526 X 11149 ≤ -0.183 gini = 0.667 samples = 3 value = [0, 0, 0, 0, 1, 1, 0, 0, 0, 1] class = squirrel 2524->2526 2527 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 2526->2527 2528 X 4389 ≤ -0.087 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 1] class = squirrel 2526->2528 2529 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 2528->2529 2530 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 2528->2530 2533 gini = 0.0 samples = 5 value = [0, 0, 0, 0, 0, 5, 0, 0, 0, 0] class = cow 2532->2533 2534 X 15527 ≤ 0.134 gini = 0.871 samples = 67 value = [5, 7, 15, 6, 5, 1, 11, 6, 6, 5] class = elephant 2532->2534 2535 X 2760 ≤ 1.225 gini = 0.873 samples = 41 value = [4, 7, 1, 5, 4, 1, 8, 4, 4, 3] class = horse 2534->2535 2560 X 12833 ≤ 0.207 gini = 0.675 samples = 26 value = [1, 0, 14, 1, 1, 0, 3, 2, 2, 2] class = elephant 2534->2560 2536 X 4411 ≤ 0.937 gini = 0.863 samples = 32 value = [4, 7, 1, 4, 4, 1, 0, 4, 4, 3] class = sheep 2535->2536 2557 X 10559 ≤ 0.105 gini = 0.198 samples = 9 value = [0, 0, 0, 1, 0, 0, 8, 0, 0, 0] class = horse 2535->2557 2537 X 15226 ≤ -0.746 gini = 0.864 samples = 25 value = [4, 1, 1, 4, 3, 1, 0, 4, 4, 3] class = spider 2536->2537 2554 X 8820 ≤ 0.984 gini = 0.245 samples = 7 value = [0, 6, 0, 0, 1, 0, 0, 0, 0, 0] class = sheep 2536->2554 2538 gini = 0.0 samples = 4 value = [4, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 2537->2538 2539 X 3241 ≤ 1.153 gini = 0.844 samples = 21 value = [0, 1, 1, 4, 3, 1, 0, 4, 4, 3] class = dog 2537->2539 2540 X 7051 ≤ 1.564 gini = 0.817 samples = 17 value = [0, 1, 1, 4, 3, 1, 0, 0, 4, 3] class = dog 2539->2540 2553 gini = 0.0 samples = 4 value = [0, 0, 0, 0, 0, 0, 0, 4, 0, 0] class = cat 2539->2553 2541 X 7062 ≤ -0.48 gini = 0.781 samples = 13 value = [0, 1, 1, 0, 3, 1, 0, 0, 4, 3] class = chicken 2540->2541 2552 gini = 0.0 samples = 4 value = [0, 0, 0, 4, 0, 0, 0, 0, 0, 0] class = dog 2540->2552 2542 gini = 0.0 samples = 4 value = [0, 0, 0, 0, 0, 0, 0, 0, 4, 0] class = chicken 2541->2542 2543 X 18272 ≤ -0.54 gini = 0.741 samples = 9 value = [0, 1, 1, 0, 3, 1, 0, 0, 0, 3] class = squirrel 2541->2543 2544 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 3] class = butterfly 2543->2544 2545 X 3110 ≤ 1.066 gini = 0.667 samples = 6 value = [0, 1, 1, 0, 3, 1, 0, 0, 0, 0] class = squirrel 2543->2545 2546 X 17059 ≤ -0.613 gini = 0.667 samples = 3 value = [0, 1, 1, 0, 0, 1, 0, 0, 0, 0] class = sheep 2545->2546 2551 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 3, 0, 0, 0, 0, 0] class = squirrel 2545->2551 2547 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 2546->2547 2548 X 17081 ≤ 0.893 gini = 0.5 samples = 2 value = [0, 1, 1, 0, 0, 0, 0, 0, 0, 0] class = sheep 2546->2548 2549 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 2548->2549 2550 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 2548->2550 2555 gini = 0.0 samples = 6 value = [0, 6, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 2554->2555 2556 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 2554->2556 2558 gini = 0.0 samples = 8 value = [0, 0, 0, 0, 0, 0, 8, 0, 0, 0] class = horse 2557->2558 2559 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 2557->2559 2561 X 19169 ≤ 0.971 gini = 0.311 samples = 17 value = [0, 0, 14, 0, 1, 0, 0, 1, 1, 0] class = elephant 2560->2561 2568 X 7239 ≤ 0.492 gini = 0.79 samples = 9 value = [1, 0, 0, 1, 0, 0, 3, 1, 1, 2] class = horse 2560->2568 2562 gini = 0.0 samples = 14 value = [0, 0, 14, 0, 0, 0, 0, 0, 0, 0] class = elephant 2561->2562 2563 X 19628 ≤ 0.375 gini = 0.667 samples = 3 value = [0, 0, 0, 0, 1, 0, 0, 1, 1, 0] class = squirrel 2561->2563 2564 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 2563->2564 2565 X 10662 ≤ 0.156 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 1, 0, 0, 0, 1, 0] class = squirrel 2563->2565 2566 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 2565->2566 2567 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 2565->2567 2569 X 10605 ≤ 0.426 gini = 0.778 samples = 6 value = [1, 0, 0, 1, 0, 0, 0, 1, 1, 2] class = butterfly 2568->2569 2578 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 3, 0, 0, 0] class = horse 2568->2578 2570 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 2] class = butterfly 2569->2570 2571 X 7441 ≤ -0.968 gini = 0.75 samples = 4 value = [1, 0, 0, 1, 0, 0, 0, 1, 1, 0] class = spider 2569->2571 2572 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 2571->2572 2573 X 14897 ≤ -0.386 gini = 0.667 samples = 3 value = [0, 0, 0, 1, 0, 0, 0, 1, 1, 0] class = dog 2571->2573 2574 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 2573->2574 2575 X 2727 ≤ 0.39 gini = 0.5 samples = 2 value = [0, 0, 0, 1, 0, 0, 0, 1, 0, 0] class = dog 2573->2575 2576 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 2575->2576 2577 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 2575->2577 2580 gini = 0.0 samples = 6 value = [0, 0, 6, 0, 0, 0, 0, 0, 0, 0] class = elephant 2579->2580 2581 X 16629 ≤ 0.224 gini = 0.357 samples = 14 value = [0, 0, 0, 0, 0, 0, 1, 2, 0, 11] class = butterfly 2579->2581 2582 gini = 0.0 samples = 11 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 11] class = butterfly 2581->2582 2583 X 19205 ≤ -0.533 gini = 0.444 samples = 3 value = [0, 0, 0, 0, 0, 0, 1, 2, 0, 0] class = cat 2581->2583 2584 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 2583->2584 2585 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 2, 0, 0] class = cat 2583->2585 2588 gini = 0.0 samples = 13 value = [0, 0, 0, 0, 13, 0, 0, 0, 0, 0] class = squirrel 2587->2588 2589 X 5178 ≤ 0.935 gini = 0.5 samples = 2 value = [0, 1, 0, 0, 0, 0, 1, 0, 0, 0] class = sheep 2587->2589 2590 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 2589->2590 2591 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 2589->2591 2593 X 4520 ≤ -0.037 gini = 0.784 samples = 25 value = [3, 1, 0, 3, 3, 1, 1, 2, 1, 10] class = butterfly 2592->2593 2612 X 8733 ≤ -0.379 gini = 0.67 samples = 70 value = [6, 5, 9, 1, 4, 1, 3, 1, 38, 2] class = chicken 2592->2612 2594 X 8746 ≤ -0.919 gini = 0.859 samples = 16 value = [3, 1, 0, 3, 3, 1, 1, 2, 1, 1] class = spider 2593->2594 2611 gini = 0.0 samples = 9 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 9] class = butterfly 2593->2611 2595 gini = 0.0 samples = 3 value = [3, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 2594->2595 2596 X 18922 ≤ -0.917 gini = 0.84 samples = 13 value = [0, 1, 0, 3, 3, 1, 1, 2, 1, 1] class = dog 2594->2596 2597 gini = 0.0 samples = 3 value = [0, 0, 0, 3, 0, 0, 0, 0, 0, 0] class = dog 2596->2597 2598 X 10929 ≤ 0.225 gini = 0.82 samples = 10 value = [0, 1, 0, 0, 3, 1, 1, 2, 1, 1] class = squirrel 2596->2598 2599 X 15026 ≤ -0.096 gini = 0.816 samples = 7 value = [0, 1, 0, 0, 0, 1, 1, 2, 1, 1] class = cat 2598->2599 2610 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 3, 0, 0, 0, 0, 0] class = squirrel 2598->2610 2600 X 238 ≤ -1.022 gini = 0.8 samples = 5 value = [0, 1, 0, 0, 0, 1, 1, 0, 1, 1] class = sheep 2599->2600 2609 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 2, 0, 0] class = cat 2599->2609 2601 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 2600->2601 2602 X 15389 ≤ -0.309 gini = 0.75 samples = 4 value = [0, 1, 0, 0, 0, 1, 0, 0, 1, 1] class = sheep 2600->2602 2603 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 2602->2603 2604 X 1593 ≤ -0.205 gini = 0.667 samples = 3 value = [0, 0, 0, 0, 0, 1, 0, 0, 1, 1] class = cow 2602->2604 2605 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 2604->2605 2606 X 759 ≤ -0.147 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 0, 1, 0, 0, 1, 0] class = cow 2604->2606 2607 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 2606->2607 2608 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 2606->2608 2613 X 9637 ≤ 0.222 gini = 0.767 samples = 24 value = [3, 5, 9, 1, 0, 0, 1, 0, 4, 1] class = elephant 2612->2613 2628 X 5851 ≤ 1.478 gini = 0.439 samples = 46 value = [3, 0, 0, 0, 4, 1, 2, 1, 34, 1] class = chicken 2612->2628 2614 X 15249 ≤ -0.254 gini = 0.764 samples = 15 value = [3, 5, 1, 1, 0, 0, 0, 0, 4, 1] class = sheep 2613->2614 2625 X 8851 ≤ -0.759 gini = 0.198 samples = 9 value = [0, 0, 8, 0, 0, 0, 1, 0, 0, 0] class = elephant 2613->2625 2615 gini = 0.0 samples = 5 value = [0, 5, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 2614->2615 2616 X 16059 ≤ -0.17 gini = 0.72 samples = 10 value = [3, 0, 1, 1, 0, 0, 0, 0, 4, 1] class = chicken 2614->2616 2617 X 6678 ≤ -0.295 gini = 0.667 samples = 6 value = [3, 0, 1, 1, 0, 0, 0, 0, 0, 1] class = spider 2616->2617 2624 gini = 0.0 samples = 4 value = [0, 0, 0, 0, 0, 0, 0, 0, 4, 0] class = chicken 2616->2624 2618 gini = 0.0 samples = 3 value = [3, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 2617->2618 2619 X 13927 ≤ 0.364 gini = 0.667 samples = 3 value = [0, 0, 1, 1, 0, 0, 0, 0, 0, 1] class = elephant 2617->2619 2620 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 2619->2620 2621 X 14100 ≤ -0.389 gini = 0.5 samples = 2 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 1] class = elephant 2619->2621 2622 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 2621->2622 2623 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 2621->2623 2626 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 2625->2626 2627 gini = 0.0 samples = 8 value = [0, 0, 8, 0, 0, 0, 0, 0, 0, 0] class = elephant 2625->2627 2629 X 6645 ≤ -0.809 gini = 0.237 samples = 39 value = [1, 0, 0, 0, 1, 0, 1, 1, 34, 1] class = chicken 2628->2629 2640 X 5679 ≤ 0.02 gini = 0.694 samples = 7 value = [2, 0, 0, 0, 3, 1, 1, 0, 0, 0] class = squirrel 2628->2640 2630 X 1327 ≤ 0.395 gini = 0.75 samples = 4 value = [1, 0, 0, 0, 0, 0, 1, 1, 0, 1] class = spider 2629->2630 2637 X 11535 ≤ -1.083 gini = 0.056 samples = 35 value = [0, 0, 0, 0, 1, 0, 0, 0, 34, 0] class = chicken 2629->2637 2631 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 2630->2631 2632 X 8037 ≤ -0.464 gini = 0.667 samples = 3 value = [1, 0, 0, 0, 0, 0, 0, 1, 0, 1] class = spider 2630->2632 2633 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 2632->2633 2634 X 9735 ≤ -1.103 gini = 0.5 samples = 2 value = [1, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = spider 2632->2634 2635 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 2634->2635 2636 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 2634->2636 2638 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 2637->2638 2639 gini = 0.0 samples = 34 value = [0, 0, 0, 0, 0, 0, 0, 0, 34, 0] class = chicken 2637->2639 2641 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 3, 0, 0, 0, 0, 0] class = squirrel 2640->2641 2642 X 9921 ≤ 0.763 gini = 0.625 samples = 4 value = [2, 0, 0, 0, 0, 1, 1, 0, 0, 0] class = spider 2640->2642 2643 X 17155 ≤ -0.01 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 0, 1, 1, 0, 0, 0] class = cow 2642->2643 2646 gini = 0.0 samples = 2 value = [2, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 2642->2646 2644 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 2643->2644 2645 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 2643->2645 2648 X 6486 ≤ -0.26 gini = 0.762 samples = 464 value = [16, 16, 201, 27, 73, 13, 32, 18, 49, 19] class = elephant 2647->2648 2889 X 17820 ≤ 1.464 gini = 0.863 samples = 231 value = [4, 4, 42, 16, 48, 13, 26, 27, 32, 19] class = squirrel 2647->2889 2649 X 13138 ≤ 0.306 gini = 0.849 samples = 88 value = [8, 7, 15, 11, 24, 3, 2, 4, 9, 5] class = squirrel 2648->2649 2704 X 17828 ≤ 0.722 gini = 0.714 samples = 376 value = [8, 9, 186, 16, 49, 10, 30, 14, 40, 14] class = elephant 2648->2704 2650 X 13002 ≤ 0.773 gini = 0.799 samples = 62 value = [6, 7, 5, 7, 24, 2, 1, 3, 3, 4] class = squirrel 2649->2650 2685 X 3789 ≤ -0.132 gini = 0.763 samples = 26 value = [2, 0, 10, 4, 0, 1, 1, 1, 6, 1] class = elephant 2649->2685 2651 X 19233 ≤ 1.139 gini = 0.871 samples = 48 value = [6, 7, 5, 7, 10, 2, 1, 3, 3, 4] class = squirrel 2650->2651 2684 gini = 0.0 samples = 14 value = [0, 0, 0, 0, 14, 0, 0, 0, 0, 0] class = squirrel 2650->2684 2652 X 17130 ≤ -0.431 gini = 0.879 samples = 40 value = [6, 7, 5, 6, 3, 2, 1, 3, 3, 4] class = sheep 2651->2652 2681 X 5283 ≤ 0.17 gini = 0.219 samples = 8 value = [0, 0, 0, 1, 7, 0, 0, 0, 0, 0] class = squirrel 2651->2681 2653 gini = 0.0 samples = 5 value = [5, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 2652->2653 2654 X 5806 ≤ -0.95 gini = 0.87 samples = 35 value = [1, 7, 5, 6, 3, 2, 1, 3, 3, 4] class = sheep 2652->2654 2655 gini = 0.0 samples = 5 value = [0, 0, 0, 5, 0, 0, 0, 0, 0, 0] class = dog 2654->2655 2656 X 2220 ≤ 1.106 gini = 0.862 samples = 30 value = [1, 7, 5, 1, 3, 2, 1, 3, 3, 4] class = sheep 2654->2656 2657 X 7522 ≤ 0.31 gini = 0.866 samples = 23 value = [1, 1, 5, 1, 3, 2, 1, 3, 2, 4] class = elephant 2656->2657 2678 X 14577 ≤ 1.306 gini = 0.245 samples = 7 value = [0, 6, 0, 0, 0, 0, 0, 0, 1, 0] class = sheep 2656->2678 2658 X 11275 ≤ -0.331 gini = 0.848 samples = 19 value = [1, 1, 5, 1, 3, 2, 1, 3, 2, 0] class = elephant 2657->2658 2677 gini = 0.0 samples = 4 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 4] class = butterfly 2657->2677 2659 X 17416 ≤ -0.722 gini = 0.84 samples = 13 value = [1, 1, 0, 1, 3, 1, 1, 3, 2, 0] class = squirrel 2658->2659 2674 X 7484 ≤ 0.322 gini = 0.278 samples = 6 value = [0, 0, 5, 0, 0, 1, 0, 0, 0, 0] class = elephant 2658->2674 2660 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 3, 0, 0, 0, 0, 0] class = squirrel 2659->2660 2661 X 3008 ≤ -0.056 gini = 0.82 samples = 10 value = [1, 1, 0, 1, 0, 1, 1, 3, 2, 0] class = cat 2659->2661 2662 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 3, 0, 0] class = cat 2661->2662 2663 X 5412 ≤ 0.873 gini = 0.816 samples = 7 value = [1, 1, 0, 1, 0, 1, 1, 0, 2, 0] class = chicken 2661->2663 2664 X 16830 ≤ -0.665 gini = 0.8 samples = 5 value = [1, 1, 0, 1, 0, 1, 1, 0, 0, 0] class = spider 2663->2664 2673 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 2, 0] class = chicken 2663->2673 2665 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 2664->2665 2666 X 3804 ≤ -0.12 gini = 0.75 samples = 4 value = [1, 0, 0, 1, 0, 1, 1, 0, 0, 0] class = spider 2664->2666 2667 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 2666->2667 2668 X 6706 ≤ -0.544 gini = 0.667 samples = 3 value = [1, 0, 0, 1, 0, 1, 0, 0, 0, 0] class = spider 2666->2668 2669 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 2668->2669 2670 X 6143 ≤ 0.766 gini = 0.5 samples = 2 value = [1, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = spider 2668->2670 2671 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 2670->2671 2672 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 2670->2672 2675 gini = 0.0 samples = 5 value = [0, 0, 5, 0, 0, 0, 0, 0, 0, 0] class = elephant 2674->2675 2676 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 2674->2676 2679 gini = 0.0 samples = 6 value = [0, 6, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 2678->2679 2680 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 2678->2680 2682 gini = 0.0 samples = 7 value = [0, 0, 0, 0, 7, 0, 0, 0, 0, 0] class = squirrel 2681->2682 2683 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 2681->2683 2686 X 2543 ≤ 0.161 gini = 0.71 samples = 13 value = [1, 0, 0, 3, 0, 0, 1, 1, 6, 1] class = chicken 2685->2686 2697 X 19451 ≤ 0.347 gini = 0.391 samples = 13 value = [1, 0, 10, 1, 0, 1, 0, 0, 0, 0] class = elephant 2685->2697 2687 X 6421 ≤ -0.153 gini = 0.735 samples = 7 value = [1, 0, 0, 3, 0, 0, 1, 1, 0, 1] class = dog 2686->2687 2696 gini = 0.0 samples = 6 value = [0, 0, 0, 0, 0, 0, 0, 0, 6, 0] class = chicken 2686->2696 2688 X 7343 ≤ -1.083 gini = 0.75 samples = 4 value = [1, 0, 0, 0, 0, 0, 1, 1, 0, 1] class = spider 2687->2688 2695 gini = 0.0 samples = 3 value = [0, 0, 0, 3, 0, 0, 0, 0, 0, 0] class = dog 2687->2695 2689 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 2688->2689 2690 X 15602 ≤ 0.366 gini = 0.667 samples = 3 value = [1, 0, 0, 0, 0, 0, 0, 1, 0, 1] class = spider 2688->2690 2691 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 2690->2691 2692 X 2930 ≤ -0.214 gini = 0.5 samples = 2 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = spider 2690->2692 2693 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 2692->2693 2694 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 2692->2694 2698 X 1299 ≤ 1.825 gini = 0.667 samples = 3 value = [1, 0, 0, 1, 0, 1, 0, 0, 0, 0] class = spider 2697->2698 2703 gini = 0.0 samples = 10 value = [0, 0, 10, 0, 0, 0, 0, 0, 0, 0] class = elephant 2697->2703 2699 X 14417 ≤ 0.121 gini = 0.5 samples = 2 value = [1, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = spider 2698->2699 2702 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 2698->2702 2700 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 2699->2700 2701 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 2699->2701 2705 X 6963 ≤ -0.868 gini = 0.667 samples = 322 value = [5, 6, 176, 13, 44, 8, 18, 14, 24, 14] class = elephant 2704->2705 2854 X 18275 ≤ -0.084 gini = 0.809 samples = 54 value = [3, 3, 10, 3, 5, 2, 12, 0, 16, 0] class = chicken 2704->2854 2706 X 8323 ≤ -0.843 gini = 0.792 samples = 61 value = [1, 0, 17, 4, 18, 1, 10, 5, 4, 1] class = squirrel 2705->2706 2737 X 14799 ≤ -0.808 gini = 0.606 samples = 261 value = [4, 6, 159, 9, 26, 7, 8, 9, 20, 13] class = elephant 2705->2737 2707 X 17299 ≤ 0.344 gini = 0.414 samples = 16 value = [0, 0, 12, 0, 1, 0, 1, 2, 0, 0] class = elephant 2706->2707 2714 X 4656 ≤ 0.507 gini = 0.783 samples = 45 value = [1, 0, 5, 4, 17, 1, 9, 3, 4, 1] class = squirrel 2706->2714 2708 gini = 0.0 samples = 12 value = [0, 0, 12, 0, 0, 0, 0, 0, 0, 0] class = elephant 2707->2708 2709 X 19690 ≤ 0.051 gini = 0.625 samples = 4 value = [0, 0, 0, 0, 1, 0, 1, 2, 0, 0] class = cat 2707->2709 2710 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 2, 0, 0] class = cat 2709->2710 2711 X 119 ≤ -0.038 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 1, 0, 1, 0, 0, 0] class = squirrel 2709->2711 2712 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 2711->2712 2713 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 2711->2713 2715 X 3303 ≤ 1.035 gini = 0.571 samples = 27 value = [1, 0, 2, 0, 17, 1, 4, 1, 0, 1] class = squirrel 2714->2715 2728 X 12029 ≤ -0.364 gini = 0.784 samples = 18 value = [0, 0, 3, 4, 0, 0, 5, 2, 4, 0] class = horse 2714->2728 2716 X 17340 ≤ -0.67 gini = 0.439 samples = 23 value = [1, 0, 2, 0, 17, 1, 0, 1, 0, 1] class = squirrel 2715->2716 2727 gini = 0.0 samples = 4 value = [0, 0, 0, 0, 0, 0, 4, 0, 0, 0] class = horse 2715->2727 2717 X 14320 ≤ -0.585 gini = 0.72 samples = 5 value = [1, 0, 2, 0, 0, 1, 0, 1, 0, 0] class = elephant 2716->2717 2724 X 13775 ≤ -1.254 gini = 0.105 samples = 18 value = [0, 0, 0, 0, 17, 0, 0, 0, 0, 1] class = squirrel 2716->2724 2718 gini = 0.0 samples = 2 value = [0, 0, 2, 0, 0, 0, 0, 0, 0, 0] class = elephant 2717->2718 2719 X 8513 ≤ -0.476 gini = 0.667 samples = 3 value = [1, 0, 0, 0, 0, 1, 0, 1, 0, 0] class = spider 2717->2719 2720 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 2719->2720 2721 X 8235 ≤ 0.824 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 0, 1, 0, 1, 0, 0] class = cow 2719->2721 2722 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 2721->2722 2723 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 2721->2723 2725 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 2724->2725 2726 gini = 0.0 samples = 17 value = [0, 0, 0, 0, 17, 0, 0, 0, 0, 0] class = squirrel 2724->2726 2729 gini = 0.0 samples = 5 value = [0, 0, 0, 0, 0, 0, 5, 0, 0, 0] class = horse 2728->2729 2730 X 3332 ≤ 0.467 gini = 0.734 samples = 13 value = [0, 0, 3, 4, 0, 0, 0, 2, 4, 0] class = dog 2728->2730 2731 gini = 0.0 samples = 4 value = [0, 0, 0, 4, 0, 0, 0, 0, 0, 0] class = dog 2730->2731 2732 X 9722 ≤ -0.53 gini = 0.642 samples = 9 value = [0, 0, 3, 0, 0, 0, 0, 2, 4, 0] class = chicken 2730->2732 2733 X 12600 ≤ 0.627 gini = 0.48 samples = 5 value = [0, 0, 3, 0, 0, 0, 0, 2, 0, 0] class = elephant 2732->2733 2736 gini = 0.0 samples = 4 value = [0, 0, 0, 0, 0, 0, 0, 0, 4, 0] class = chicken 2732->2736 2734 gini = 0.0 samples = 3 value = [0, 0, 3, 0, 0, 0, 0, 0, 0, 0] class = elephant 2733->2734 2735 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 2, 0, 0] class = cat 2733->2735 2738 X 13696 ≤ -0.444 gini = 0.801 samples = 28 value = [2, 0, 5, 3, 10, 3, 1, 0, 2, 2] class = squirrel 2737->2738 2757 X 7454 ≤ -0.073 gini = 0.546 samples = 233 value = [2, 6, 154, 6, 16, 4, 7, 9, 18, 11] class = elephant 2737->2757 2739 X 16199 ≤ 1.032 gini = 0.18 samples = 10 value = [0, 0, 1, 0, 9, 0, 0, 0, 0, 0] class = squirrel 2738->2739 2742 X 15732 ≤ -0.744 gini = 0.852 samples = 18 value = [2, 0, 4, 3, 1, 3, 1, 0, 2, 2] class = elephant 2738->2742 2740 gini = 0.0 samples = 9 value = [0, 0, 0, 0, 9, 0, 0, 0, 0, 0] class = squirrel 2739->2740 2741 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 2739->2741 2743 gini = 0.0 samples = 4 value = [0, 0, 4, 0, 0, 0, 0, 0, 0, 0] class = elephant 2742->2743 2744 X 13641 ≤ -0.758 gini = 0.837 samples = 14 value = [2, 0, 0, 3, 1, 3, 1, 0, 2, 2] class = dog 2742->2744 2745 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 3, 0, 0, 0, 0] class = cow 2744->2745 2746 X 5161 ≤ 0.178 gini = 0.81 samples = 11 value = [2, 0, 0, 3, 1, 0, 1, 0, 2, 2] class = dog 2744->2746 2747 X 18116 ≤ 0.31 gini = 0.781 samples = 8 value = [2, 0, 0, 0, 1, 0, 1, 0, 2, 2] class = spider 2746->2747 2756 gini = 0.0 samples = 3 value = [0, 0, 0, 3, 0, 0, 0, 0, 0, 0] class = dog 2746->2756 2748 gini = 0.0 samples = 2 value = [2, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 2747->2748 2749 X 7421 ≤ 0.671 gini = 0.722 samples = 6 value = [0, 0, 0, 0, 1, 0, 1, 0, 2, 2] class = chicken 2747->2749 2750 X 1983 ≤ 0.881 gini = 0.625 samples = 4 value = [0, 0, 0, 0, 1, 0, 1, 0, 2, 0] class = chicken 2749->2750 2755 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 2] class = butterfly 2749->2755 2751 X 6142 ≤ 0.539 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 1, 0, 1, 0, 0, 0] class = squirrel 2750->2751 2754 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 2, 0] class = chicken 2750->2754 2752 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 2751->2752 2753 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 2751->2753 2758 X 12420 ≤ -0.966 gini = 0.759 samples = 90 value = [1, 4, 39, 2, 13, 2, 4, 5, 10, 10] class = elephant 2757->2758 2809 X 9711 ≤ 0.823 gini = 0.347 samples = 143 value = [1, 2, 115, 4, 3, 2, 3, 4, 8, 1] class = elephant 2757->2809 2759 gini = 0.0 samples = 6 value = [0, 0, 0, 0, 6, 0, 0, 0, 0, 0] class = squirrel 2758->2759 2760 X 5157 ≤ -0.15 gini = 0.74 samples = 84 value = [1, 4, 39, 2, 7, 2, 4, 5, 10, 10] class = elephant 2758->2760 2761 X 12836 ≤ -0.509 gini = 0.868 samples = 31 value = [1, 2, 4, 2, 4, 1, 2, 3, 6, 6] class = chicken 2760->2761 2782 X 15534 ≤ 0.439 gini = 0.545 samples = 53 value = [0, 2, 35, 0, 3, 1, 2, 2, 4, 4] class = elephant 2760->2782 2762 gini = 0.0 samples = 6 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 6] class = butterfly 2761->2762 2763 X 4191 ≤ 0.683 gini = 0.854 samples = 25 value = [1, 2, 4, 2, 4, 1, 2, 3, 6, 0] class = chicken 2761->2763 2764 X 4530 ≤ 0.625 gini = 0.86 samples = 20 value = [1, 2, 4, 2, 4, 1, 2, 3, 1, 0] class = elephant 2763->2764 2781 gini = 0.0 samples = 5 value = [0, 0, 0, 0, 0, 0, 0, 0, 5, 0] class = chicken 2763->2781 2765 X 15247 ≤ 0.329 gini = 0.844 samples = 16 value = [1, 2, 0, 2, 4, 1, 2, 3, 1, 0] class = squirrel 2764->2765 2780 gini = 0.0 samples = 4 value = [0, 0, 4, 0, 0, 0, 0, 0, 0, 0] class = elephant 2764->2780 2766 X 14552 ≤ 0.157 gini = 0.833 samples = 12 value = [1, 2, 0, 2, 0, 1, 2, 3, 1, 0] class = cat 2765->2766 2779 gini = 0.0 samples = 4 value = [0, 0, 0, 0, 4, 0, 0, 0, 0, 0] class = squirrel 2765->2779 2767 X 17210 ≤ -0.0 gini = 0.815 samples = 9 value = [1, 2, 0, 2, 0, 1, 2, 0, 1, 0] class = sheep 2766->2767 2778 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 3, 0, 0] class = cat 2766->2778 2768 X 18813 ≤ 0.56 gini = 0.776 samples = 7 value = [1, 2, 0, 2, 0, 1, 0, 0, 1, 0] class = sheep 2767->2768 2777 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 2, 0, 0, 0] class = horse 2767->2777 2769 X 20016 ≤ 0.299 gini = 0.72 samples = 5 value = [1, 0, 0, 2, 0, 1, 0, 0, 1, 0] class = dog 2768->2769 2776 gini = 0.0 samples = 2 value = [0, 2, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 2768->2776 2770 gini = 0.0 samples = 2 value = [0, 0, 0, 2, 0, 0, 0, 0, 0, 0] class = dog 2769->2770 2771 X 11153 ≤ -0.68 gini = 0.667 samples = 3 value = [1, 0, 0, 0, 0, 1, 0, 0, 1, 0] class = spider 2769->2771 2772 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 2771->2772 2773 X 10518 ≤ 0.983 gini = 0.5 samples = 2 value = [1, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = spider 2771->2773 2774 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 2773->2774 2775 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 2773->2775 2783 X 7740 ≤ -0.28 gini = 0.341 samples = 41 value = [0, 2, 33, 0, 2, 0, 0, 1, 0, 3] class = elephant 2782->2783 2796 X 17444 ≤ 0.083 gini = 0.806 samples = 12 value = [0, 0, 2, 0, 1, 1, 2, 1, 4, 1] class = chicken 2782->2796 2784 X 3435 ≤ -0.072 gini = 0.781 samples = 8 value = [0, 2, 1, 0, 2, 0, 0, 1, 0, 2] class = sheep 2783->2784 2793 X 882 ≤ 2.894 gini = 0.059 samples = 33 value = [0, 0, 32, 0, 0, 0, 0, 0, 0, 1] class = elephant 2783->2793 2785 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 2, 0, 0, 0, 0, 0] class = squirrel 2784->2785 2786 X 3006 ≤ 0.267 gini = 0.722 samples = 6 value = [0, 2, 1, 0, 0, 0, 0, 1, 0, 2] class = sheep 2784->2786 2787 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 2] class = butterfly 2786->2787 2788 X 8166 ≤ 0.669 gini = 0.625 samples = 4 value = [0, 2, 1, 0, 0, 0, 0, 1, 0, 0] class = sheep 2786->2788 2789 gini = 0.0 samples = 2 value = [0, 2, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 2788->2789 2790 X 4488 ≤ 0.566 gini = 0.5 samples = 2 value = [0, 0, 1, 0, 0, 0, 0, 1, 0, 0] class = elephant 2788->2790 2791 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 2790->2791 2792 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 2790->2792 2794 gini = 0.0 samples = 32 value = [0, 0, 32, 0, 0, 0, 0, 0, 0, 0] class = elephant 2793->2794 2795 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 2793->2795 2797 gini = 0.0 samples = 4 value = [0, 0, 0, 0, 0, 0, 0, 0, 4, 0] class = chicken 2796->2797 2798 X 11008 ≤ -0.879 gini = 0.812 samples = 8 value = [0, 0, 2, 0, 1, 1, 2, 1, 0, 1] class = elephant 2796->2798 2799 gini = 0.0 samples = 2 value = [0, 0, 2, 0, 0, 0, 0, 0, 0, 0] class = elephant 2798->2799 2800 X 12664 ≤ -0.13 gini = 0.778 samples = 6 value = [0, 0, 0, 0, 1, 1, 2, 1, 0, 1] class = horse 2798->2800 2801 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 2, 0, 0, 0] class = horse 2800->2801 2802 X 15439 ≤ -0.839 gini = 0.75 samples = 4 value = [0, 0, 0, 0, 1, 1, 0, 1, 0, 1] class = squirrel 2800->2802 2803 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 2802->2803 2804 X 3848 ≤ 0.528 gini = 0.667 samples = 3 value = [0, 0, 0, 0, 1, 1, 0, 0, 0, 1] class = squirrel 2802->2804 2805 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 2804->2805 2806 X 14484 ≤ -0.121 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 1] class = cow 2804->2806 2807 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 2806->2807 2808 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 2806->2808 2810 X 11780 ≤ -0.63 gini = 0.239 samples = 124 value = [0, 1, 108, 3, 1, 1, 3, 3, 3, 1] class = elephant 2809->2810 2839 X 13856 ≤ 0.105 gini = 0.77 samples = 19 value = [1, 1, 7, 1, 2, 1, 0, 1, 5, 0] class = elephant 2809->2839 2811 X 17827 ≤ 0.71 gini = 0.776 samples = 7 value = [0, 1, 1, 2, 0, 0, 2, 1, 0, 0] class = dog 2810->2811 2820 X 2617 ≤ -0.128 gini = 0.162 samples = 117 value = [0, 0, 107, 1, 1, 1, 1, 2, 3, 1] class = elephant 2810->2820 2812 X 11322 ≤ 0.171 gini = 0.72 samples = 5 value = [0, 1, 1, 2, 0, 0, 0, 1, 0, 0] class = dog 2811->2812 2819 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 2, 0, 0, 0] class = horse 2811->2819 2813 X 6313 ≤ -0.197 gini = 0.667 samples = 3 value = [0, 1, 1, 0, 0, 0, 0, 1, 0, 0] class = sheep 2812->2813 2818 gini = 0.0 samples = 2 value = [0, 0, 0, 2, 0, 0, 0, 0, 0, 0] class = dog 2812->2818 2814 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 2813->2814 2815 X 9505 ≤ 0.011 gini = 0.5 samples = 2 value = [0, 0, 1, 0, 0, 0, 0, 1, 0, 0] class = elephant 2813->2815 2816 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 2815->2816 2817 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 2815->2817 2821 X 4129 ≤ -0.018 gini = 0.611 samples = 6 value = [0, 0, 2, 1, 0, 0, 0, 0, 3, 0] class = chicken 2820->2821 2826 X 10863 ≤ -1.235 gini = 0.105 samples = 111 value = [0, 0, 105, 0, 1, 1, 1, 2, 0, 1] class = elephant 2820->2826 2822 X 3725 ≤ 0.533 gini = 0.444 samples = 3 value = [0, 0, 2, 1, 0, 0, 0, 0, 0, 0] class = elephant 2821->2822 2825 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 0, 3, 0] class = chicken 2821->2825 2823 gini = 0.0 samples = 2 value = [0, 0, 2, 0, 0, 0, 0, 0, 0, 0] class = elephant 2822->2823 2824 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 2822->2824 2827 X 3210 ≤ 0.502 gini = 0.667 samples = 3 value = [0, 0, 0, 0, 1, 0, 1, 0, 0, 1] class = squirrel 2826->2827 2832 X 8867 ≤ -1.006 gini = 0.054 samples = 108 value = [0, 0, 105, 0, 0, 1, 0, 2, 0, 0] class = elephant 2826->2832 2828 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 2827->2828 2829 X 20581 ≤ 0.208 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 1, 0, 1, 0, 0, 0] class = squirrel 2827->2829 2830 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 2829->2830 2831 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 2829->2831 2833 X 6224 ≤ -0.612 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 0, 1, 0, 1, 0, 0] class = cow 2832->2833 2836 X 8562 ≤ 1.893 gini = 0.019 samples = 106 value = [0, 0, 105, 0, 0, 0, 0, 1, 0, 0] class = elephant 2832->2836 2834 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 2833->2834 2835 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 2833->2835 2837 gini = 0.0 samples = 105 value = [0, 0, 105, 0, 0, 0, 0, 0, 0, 0] class = elephant 2836->2837 2838 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 2836->2838 2840 X 11836 ≤ 0.51 gini = 0.764 samples = 12 value = [1, 1, 0, 1, 2, 1, 0, 1, 5, 0] class = chicken 2839->2840 2853 gini = 0.0 samples = 7 value = [0, 0, 7, 0, 0, 0, 0, 0, 0, 0] class = elephant 2839->2853 2841 X 13662 ≤ -0.521 gini = 0.816 samples = 7 value = [1, 1, 0, 1, 2, 1, 0, 1, 0, 0] class = squirrel 2840->2841 2852 gini = 0.0 samples = 5 value = [0, 0, 0, 0, 0, 0, 0, 0, 5, 0] class = chicken 2840->2852 2842 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 2, 0, 0, 0, 0, 0] class = squirrel 2841->2842 2843 X 424 ≤ -0.108 gini = 0.8 samples = 5 value = [1, 1, 0, 1, 0, 1, 0, 1, 0, 0] class = spider 2841->2843 2844 X 4588 ≤ 0.036 gini = 0.667 samples = 3 value = [1, 0, 0, 1, 0, 0, 0, 1, 0, 0] class = spider 2843->2844 2849 X 4344 ≤ -0.473 gini = 0.5 samples = 2 value = [0, 1, 0, 0, 0, 1, 0, 0, 0, 0] class = sheep 2843->2849 2845 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 2844->2845 2846 X 4807 ≤ -0.151 gini = 0.5 samples = 2 value = [1, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = spider 2844->2846 2847 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 2846->2847 2848 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 2846->2848 2850 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 2849->2850 2851 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 2849->2851 2855 X 20144 ≤ 1.785 gini = 0.272 samples = 13 value = [0, 1, 0, 0, 0, 0, 1, 0, 11, 0] class = chicken 2854->2855 2860 X 7790 ≤ 0.6 gini = 0.823 samples = 41 value = [3, 2, 10, 3, 5, 2, 11, 0, 5, 0] class = horse 2854->2860 2856 gini = 0.0 samples = 11 value = [0, 0, 0, 0, 0, 0, 0, 0, 11, 0] class = chicken 2855->2856 2857 X 10027 ≤ -0.658 gini = 0.5 samples = 2 value = [0, 1, 0, 0, 0, 0, 1, 0, 0, 0] class = sheep 2855->2857 2858 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 2857->2858 2859 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 2857->2859 2861 X 16034 ≤ 0.251 gini = 0.784 samples = 26 value = [3, 1, 10, 3, 3, 1, 1, 0, 4, 0] class = elephant 2860->2861 2880 X 11760 ≤ 0.476 gini = 0.524 samples = 15 value = [0, 1, 0, 0, 2, 1, 10, 0, 1, 0] class = horse 2860->2880 2862 X 18943 ≤ 1.062 gini = 0.818 samples = 15 value = [3, 1, 1, 3, 2, 1, 0, 0, 4, 0] class = chicken 2861->2862 2875 X 14662 ≤ -0.736 gini = 0.314 samples = 11 value = [0, 0, 9, 0, 1, 0, 1, 0, 0, 0] class = elephant 2861->2875 2863 X 9763 ≤ -0.966 gini = 0.793 samples = 11 value = [3, 1, 1, 3, 2, 1, 0, 0, 0, 0] class = spider 2862->2863 2874 gini = 0.0 samples = 4 value = [0, 0, 0, 0, 0, 0, 0, 0, 4, 0] class = chicken 2862->2874 2864 gini = 0.0 samples = 3 value = [0, 0, 0, 3, 0, 0, 0, 0, 0, 0] class = dog 2863->2864 2865 X 9839 ≤ 1.302 gini = 0.75 samples = 8 value = [3, 1, 1, 0, 2, 1, 0, 0, 0, 0] class = spider 2863->2865 2866 X 18245 ≤ 0.95 gini = 0.72 samples = 5 value = [0, 1, 1, 0, 2, 1, 0, 0, 0, 0] class = squirrel 2865->2866 2873 gini = 0.0 samples = 3 value = [3, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 2865->2873 2867 X 17145 ≤ -0.403 gini = 0.667 samples = 3 value = [0, 1, 1, 0, 0, 1, 0, 0, 0, 0] class = sheep 2866->2867 2872 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 2, 0, 0, 0, 0, 0] class = squirrel 2866->2872 2868 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 2867->2868 2869 X 14726 ≤ 0.898 gini = 0.5 samples = 2 value = [0, 0, 1, 0, 0, 1, 0, 0, 0, 0] class = elephant 2867->2869 2870 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 2869->2870 2871 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 2869->2871 2876 X 12993 ≤ 0.355 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 1, 0, 1, 0, 0, 0] class = squirrel 2875->2876 2879 gini = 0.0 samples = 9 value = [0, 0, 9, 0, 0, 0, 0, 0, 0, 0] class = elephant 2875->2879 2877 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 2876->2877 2878 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 2876->2878 2881 gini = 0.0 samples = 10 value = [0, 0, 0, 0, 0, 0, 10, 0, 0, 0] class = horse 2880->2881 2882 X 58 ≤ 0.026 gini = 0.72 samples = 5 value = [0, 1, 0, 0, 2, 1, 0, 0, 1, 0] class = squirrel 2880->2882 2883 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 2, 0, 0, 0, 0, 0] class = squirrel 2882->2883 2884 X 13120 ≤ -0.558 gini = 0.667 samples = 3 value = [0, 1, 0, 0, 0, 1, 0, 0, 1, 0] class = sheep 2882->2884 2885 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 2884->2885 2886 X 4328 ≤ 0.201 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 0, 1, 0, 0, 1, 0] class = cow 2884->2886 2887 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 2886->2887 2888 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 2886->2888 2890 X 3249 ≤ 0.672 gini = 0.857 samples = 210 value = [4, 4, 41, 15, 45, 12, 13, 26, 32, 18] class = squirrel 2889->2890 3017 X 15660 ≤ 0.881 gini = 0.585 samples = 21 value = [0, 0, 1, 1, 3, 1, 13, 1, 0, 1] class = horse 2889->3017 2891 X 10002 ≤ -0.38 gini = 0.855 samples = 133 value = [3, 1, 28, 13, 13, 6, 11, 21, 27, 10] class = elephant 2890->2891 2972 X 9078 ≤ -0.062 gini = 0.77 samples = 77 value = [1, 3, 13, 2, 32, 6, 2, 5, 5, 8] class = squirrel 2890->2972 2892 X 14622 ≤ 0.25 gini = 0.844 samples = 55 value = [3, 1, 3, 8, 7, 2, 11, 14, 2, 4] class = cat 2891->2892 2931 X 3812 ≤ 0.728 gini = 0.768 samples = 78 value = [0, 0, 25, 5, 6, 4, 0, 7, 25, 6] class = elephant 2891->2931 2893 X 7393 ≤ -0.815 gini = 0.836 samples = 36 value = [2, 1, 2, 7, 6, 2, 10, 1, 2, 3] class = horse 2892->2893 2918 X 6409 ≤ -0.063 gini = 0.515 samples = 19 value = [1, 0, 1, 1, 1, 0, 1, 13, 0, 1] class = cat 2892->2918 2894 gini = 0.0 samples = 7 value = [0, 0, 0, 0, 0, 0, 7, 0, 0, 0] class = horse 2893->2894 2895 X 13221 ≤ 0.997 gini = 0.856 samples = 29 value = [2, 1, 2, 7, 6, 2, 3, 1, 2, 3] class = dog 2893->2895 2896 X 4436 ≤ 0.494 gini = 0.844 samples = 21 value = [1, 1, 2, 0, 6, 2, 3, 1, 2, 3] class = squirrel 2895->2896 2915 X 17267 ≤ 0.41 gini = 0.219 samples = 8 value = [1, 0, 0, 7, 0, 0, 0, 0, 0, 0] class = dog 2895->2915 2897 X 11549 ≤ -0.256 gini = 0.857 samples = 14 value = [1, 1, 2, 0, 0, 2, 3, 1, 2, 2] class = horse 2896->2897 2912 X 13399 ≤ 0.959 gini = 0.245 samples = 7 value = [0, 0, 0, 0, 6, 0, 0, 0, 0, 1] class = squirrel 2896->2912 2898 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 3, 0, 0, 0] class = horse 2897->2898 2899 X 7432 ≤ -0.759 gini = 0.843 samples = 11 value = [1, 1, 2, 0, 0, 2, 0, 1, 2, 2] class = elephant 2897->2899 2900 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 2, 0] class = chicken 2899->2900 2901 X 1589 ≤ 1.515 gini = 0.815 samples = 9 value = [1, 1, 2, 0, 0, 2, 0, 1, 0, 2] class = elephant 2899->2901 2902 X 17837 ≤ -0.299 gini = 0.776 samples = 7 value = [1, 1, 2, 0, 0, 2, 0, 1, 0, 0] class = elephant 2901->2902 2911 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 2] class = butterfly 2901->2911 2903 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 2, 0, 0, 0, 0] class = cow 2902->2903 2904 X 9505 ≤ 0.039 gini = 0.72 samples = 5 value = [1, 1, 2, 0, 0, 0, 0, 1, 0, 0] class = elephant 2902->2904 2905 gini = 0.0 samples = 2 value = [0, 0, 2, 0, 0, 0, 0, 0, 0, 0] class = elephant 2904->2905 2906 X 4495 ≤ -0.57 gini = 0.667 samples = 3 value = [1, 1, 0, 0, 0, 0, 0, 1, 0, 0] class = spider 2904->2906 2907 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 2906->2907 2908 X 6533 ≤ -0.105 gini = 0.5 samples = 2 value = [0, 1, 0, 0, 0, 0, 0, 1, 0, 0] class = sheep 2906->2908 2909 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 2908->2909 2910 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 2908->2910 2913 gini = 0.0 samples = 6 value = [0, 0, 0, 0, 6, 0, 0, 0, 0, 0] class = squirrel 2912->2913 2914 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 2912->2914 2916 gini = 0.0 samples = 7 value = [0, 0, 0, 7, 0, 0, 0, 0, 0, 0] class = dog 2915->2916 2917 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 2915->2917 2919 X 16136 ≤ -1.185 gini = 0.833 samples = 6 value = [1, 0, 1, 1, 1, 0, 1, 0, 0, 1] class = spider 2918->2919 2930 gini = 0.0 samples = 13 value = [0, 0, 0, 0, 0, 0, 0, 13, 0, 0] class = cat 2918->2930 2920 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 2919->2920 2921 X 6090 ≤ -0.682 gini = 0.8 samples = 5 value = [1, 0, 1, 1, 1, 0, 0, 0, 0, 1] class = spider 2919->2921 2922 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 2921->2922 2923 X 12512 ≤ -0.997 gini = 0.75 samples = 4 value = [0, 0, 1, 1, 1, 0, 0, 0, 0, 1] class = elephant 2921->2923 2924 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 2923->2924 2925 X 10494 ≤ -0.022 gini = 0.667 samples = 3 value = [0, 0, 1, 1, 0, 0, 0, 0, 0, 1] class = elephant 2923->2925 2926 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 2925->2926 2927 X 8705 ≤ -0.559 gini = 0.5 samples = 2 value = [0, 0, 1, 1, 0, 0, 0, 0, 0, 0] class = elephant 2925->2927 2928 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 2927->2928 2929 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 2927->2929 2932 X 12748 ≤ -0.236 gini = 0.716 samples = 45 value = [0, 0, 4, 4, 4, 3, 0, 5, 22, 3] class = chicken 2931->2932 2955 X 2485 ≤ -0.218 gini = 0.569 samples = 33 value = [0, 0, 21, 1, 2, 1, 0, 2, 3, 3] class = elephant 2931->2955 2933 X 8014 ≤ -0.744 gini = 0.831 samples = 19 value = [0, 0, 3, 4, 3, 3, 0, 4, 1, 1] class = dog 2932->2933 2946 X 3877 ≤ 0.85 gini = 0.337 samples = 26 value = [0, 0, 1, 0, 1, 0, 0, 1, 21, 2] class = chicken 2932->2946 2934 gini = 0.0 samples = 4 value = [0, 0, 0, 4, 0, 0, 0, 0, 0, 0] class = dog 2933->2934 2935 X 3636 ≤ 0.92 gini = 0.8 samples = 15 value = [0, 0, 3, 0, 3, 3, 0, 4, 1, 1] class = cat 2933->2935 2936 X 14501 ≤ 0.416 gini = 0.76 samples = 11 value = [0, 0, 3, 0, 3, 3, 0, 0, 1, 1] class = elephant 2935->2936 2945 gini = 0.0 samples = 4 value = [0, 0, 0, 0, 0, 0, 0, 4, 0, 0] class = cat 2935->2945 2937 X 6330 ≤ 0.712 gini = 0.688 samples = 8 value = [0, 0, 3, 0, 0, 3, 0, 0, 1, 1] class = elephant 2936->2937 2944 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 3, 0, 0, 0, 0, 0] class = squirrel 2936->2944 2938 gini = 0.0 samples = 3 value = [0, 0, 3, 0, 0, 0, 0, 0, 0, 0] class = elephant 2937->2938 2939 X 16557 ≤ 0.4 gini = 0.56 samples = 5 value = [0, 0, 0, 0, 0, 3, 0, 0, 1, 1] class = cow 2937->2939 2940 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 3, 0, 0, 0, 0] class = cow 2939->2940 2941 X 4002 ≤ 0.771 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 1] class = chicken 2939->2941 2942 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 2941->2942 2943 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 2941->2943 2947 X 7057 ≤ 1.986 gini = 0.087 samples = 22 value = [0, 0, 0, 0, 1, 0, 0, 0, 21, 0] class = chicken 2946->2947 2950 X 9803 ≤ -0.399 gini = 0.625 samples = 4 value = [0, 0, 1, 0, 0, 0, 0, 1, 0, 2] class = butterfly 2946->2950 2948 gini = 0.0 samples = 21 value = [0, 0, 0, 0, 0, 0, 0, 0, 21, 0] class = chicken 2947->2948 2949 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 2947->2949 2951 X 14558 ≤ 0.09 gini = 0.5 samples = 2 value = [0, 0, 1, 0, 0, 0, 0, 1, 0, 0] class = elephant 2950->2951 2954 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 2] class = butterfly 2950->2954 2952 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 2951->2952 2953 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 2951->2953 2956 X 17850 ≤ 0.793 gini = 0.765 samples = 9 value = [0, 0, 0, 0, 2, 1, 0, 1, 2, 3] class = butterfly 2955->2956 2965 X 11724 ≤ 1.467 gini = 0.229 samples = 24 value = [0, 0, 21, 1, 0, 0, 0, 1, 1, 0] class = elephant 2955->2965 2957 X 5091 ≤ -0.047 gini = 0.722 samples = 6 value = [0, 0, 0, 0, 2, 1, 0, 1, 2, 0] class = squirrel 2956->2957 2964 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 3] class = butterfly 2956->2964 2958 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 2, 0] class = chicken 2957->2958 2959 X 6209 ≤ 0.116 gini = 0.625 samples = 4 value = [0, 0, 0, 0, 2, 1, 0, 1, 0, 0] class = squirrel 2957->2959 2960 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 2, 0, 0, 0, 0, 0] class = squirrel 2959->2960 2961 X 19177 ≤ 0.603 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 0, 1, 0, 1, 0, 0] class = cow 2959->2961 2962 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 2961->2962 2963 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 2961->2963 2966 gini = 0.0 samples = 21 value = [0, 0, 21, 0, 0, 0, 0, 0, 0, 0] class = elephant 2965->2966 2967 X 5462 ≤ 0.837 gini = 0.667 samples = 3 value = [0, 0, 0, 1, 0, 0, 0, 1, 1, 0] class = dog 2965->2967 2968 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 2967->2968 2969 X 11848 ≤ -0.916 gini = 0.5 samples = 2 value = [0, 0, 0, 1, 0, 0, 0, 1, 0, 0] class = dog 2967->2969 2970 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 2969->2970 2971 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 2969->2971 2973 X 3240 ≤ 1.104 gini = 0.781 samples = 25 value = [0, 3, 9, 1, 2, 1, 0, 2, 1, 6] class = elephant 2972->2973 2988 X 8574 ≤ 0.43 gini = 0.639 samples = 52 value = [1, 0, 4, 1, 30, 5, 2, 3, 4, 2] class = squirrel 2972->2988 2974 X 6982 ≤ -0.409 gini = 0.698 samples = 13 value = [0, 3, 0, 1, 2, 1, 0, 0, 0, 6] class = butterfly 2973->2974 2983 X 7803 ≤ 0.641 gini = 0.403 samples = 12 value = [0, 0, 9, 0, 0, 0, 0, 2, 1, 0] class = elephant 2973->2983 2975 X 10973 ≤ -0.342 gini = 0.694 samples = 7 value = [0, 3, 0, 1, 2, 1, 0, 0, 0, 0] class = sheep 2974->2975 2982 gini = 0.0 samples = 6 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 6] class = butterfly 2974->2982 2976 X 6357 ≤ -0.416 gini = 0.625 samples = 4 value = [0, 0, 0, 1, 2, 1, 0, 0, 0, 0] class = squirrel 2975->2976 2981 gini = 0.0 samples = 3 value = [0, 3, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 2975->2981 2977 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 2, 0, 0, 0, 0, 0] class = squirrel 2976->2977 2978 X 13756 ≤ -0.83 gini = 0.5 samples = 2 value = [0, 0, 0, 1, 0, 1, 0, 0, 0, 0] class = dog 2976->2978 2979 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 2978->2979 2980 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 2978->2980 2984 gini = 0.0 samples = 9 value = [0, 0, 9, 0, 0, 0, 0, 0, 0, 0] class = elephant 2983->2984 2985 X 10658 ≤ -0.021 gini = 0.444 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 2, 1, 0] class = cat 2983->2985 2986 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 2, 0, 0] class = cat 2985->2986 2987 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 2985->2987 2989 X 15436 ≤ 2.186 gini = 0.498 samples = 43 value = [1, 0, 4, 1, 30, 1, 1, 2, 1, 2] class = squirrel 2988->2989 3010 X 6339 ≤ 0.689 gini = 0.667 samples = 9 value = [0, 0, 0, 0, 0, 4, 1, 1, 3, 0] class = cow 2988->3010 2990 X 9843 ≤ -0.834 gini = 0.4 samples = 39 value = [1, 0, 0, 1, 30, 1, 1, 2, 1, 2] class = squirrel 2989->2990 3009 gini = 0.0 samples = 4 value = [0, 0, 4, 0, 0, 0, 0, 0, 0, 0] class = elephant 2989->3009 2991 X 6457 ≤ 0.555 gini = 0.843 samples = 11 value = [1, 0, 0, 1, 3, 1, 1, 2, 1, 1] class = squirrel 2990->2991 3006 X 2099 ≤ 1.31 gini = 0.069 samples = 28 value = [0, 0, 0, 0, 27, 0, 0, 0, 0, 1] class = squirrel 2990->3006 2992 X 7135 ≤ -0.211 gini = 0.844 samples = 8 value = [1, 0, 0, 1, 0, 1, 1, 2, 1, 1] class = cat 2991->2992 3005 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 3, 0, 0, 0, 0, 0] class = squirrel 2991->3005 2993 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 2, 0, 0] class = cat 2992->2993 2994 X 2061 ≤ 0.147 gini = 0.833 samples = 6 value = [1, 0, 0, 1, 0, 1, 1, 0, 1, 1] class = spider 2992->2994 2995 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 2994->2995 2996 X 7556 ≤ -0.227 gini = 0.8 samples = 5 value = [1, 0, 0, 1, 0, 1, 0, 0, 1, 1] class = spider 2994->2996 2997 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 2996->2997 2998 X 2290 ≤ -0.332 gini = 0.75 samples = 4 value = [1, 0, 0, 1, 0, 1, 0, 0, 1, 0] class = spider 2996->2998 2999 gini = 0.0 samples = 1 value = [1, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 2998->2999 3000 X 9764 ≤ -1.034 gini = 0.667 samples = 3 value = [0, 0, 0, 1, 0, 1, 0, 0, 1, 0] class = dog 2998->3000 3001 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 3000->3001 3002 X 15322 ≤ 0.063 gini = 0.5 samples = 2 value = [0, 0, 0, 1, 0, 0, 0, 0, 1, 0] class = dog 3000->3002 3003 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 3002->3003 3004 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 3002->3004 3007 gini = 0.0 samples = 27 value = [0, 0, 0, 0, 27, 0, 0, 0, 0, 0] class = squirrel 3006->3007 3008 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 3006->3008 3011 X 1804 ≤ 1.567 gini = 0.56 samples = 5 value = [0, 0, 0, 0, 0, 0, 1, 1, 3, 0] class = chicken 3010->3011 3016 gini = 0.0 samples = 4 value = [0, 0, 0, 0, 0, 4, 0, 0, 0, 0] class = cow 3010->3016 3012 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 0, 0, 0, 0, 3, 0] class = chicken 3011->3012 3013 X 11198 ≤ 1.947 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 0, 0, 1, 1, 0, 0] class = horse 3011->3013 3014 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 3013->3014 3015 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 1, 0, 0, 0] class = horse 3013->3015 3018 X 7302 ≤ 1.72 gini = 0.133 samples = 14 value = [0, 0, 0, 0, 0, 1, 13, 0, 0, 0] class = horse 3017->3018 3021 X 10246 ≤ -0.015 gini = 0.735 samples = 7 value = [0, 0, 1, 1, 3, 0, 0, 1, 0, 1] class = squirrel 3017->3021 3019 gini = 0.0 samples = 13 value = [0, 0, 0, 0, 0, 0, 13, 0, 0, 0] class = horse 3018->3019 3020 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 3018->3020 3022 X 11405 ≤ -0.688 gini = 0.75 samples = 4 value = [0, 0, 1, 1, 0, 0, 0, 1, 0, 1] class = elephant 3021->3022 3029 gini = 0.0 samples = 3 value = [0, 0, 0, 0, 3, 0, 0, 0, 0, 0] class = squirrel 3021->3029 3023 gini = 0.0 samples = 1 value = [0, 0, 1, 0, 0, 0, 0, 0, 0, 0] class = elephant 3022->3023 3024 X 3132 ≤ -0.66 gini = 0.667 samples = 3 value = [0, 0, 0, 1, 0, 0, 0, 1, 0, 1] class = dog 3022->3024 3025 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 1, 0, 0] class = cat 3024->3025 3026 X 15931 ≤ 0.359 gini = 0.5 samples = 2 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 1] class = dog 3024->3026 3027 gini = 0.0 samples = 1 value = [0, 0, 0, 1, 0, 0, 0, 0, 0, 0] class = dog 3026->3027 3028 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 1] class = butterfly 3026->3028 3031 X 6024 ≤ -0.882 gini = 0.306 samples = 41 value = [0, 1, 2, 2, 1, 1, 34, 0, 0, 0] class = horse 3030->3031 3042 X 7911 ≤ 1.342 gini = 0.798 samples = 28 value = [2, 0, 4, 2, 10, 1, 5, 0, 2, 2] class = squirrel 3030->3042 3032 X 3365 ≤ -0.627 gini = 0.72 samples = 5 value = [0, 1, 0, 2, 1, 1, 0, 0, 0, 0] class = dog 3031->3032 3039 X 15311 ≤ 1.433 gini = 0.105 samples = 36 value = [0, 0, 2, 0, 0, 0, 34, 0, 0, 0] class = horse 3031->3039 3033 gini = 0.0 samples = 2 value = [0, 0, 0, 2, 0, 0, 0, 0, 0, 0] class = dog 3032->3033 3034 X 2840 ≤ 0.58 gini = 0.667 samples = 3 value = [0, 1, 0, 0, 1, 1, 0, 0, 0, 0] class = sheep 3032->3034 3035 gini = 0.0 samples = 1 value = [0, 1, 0, 0, 0, 0, 0, 0, 0, 0] class = sheep 3034->3035 3036 X 13026 ≤ -0.004 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 1, 1, 0, 0, 0, 0] class = squirrel 3034->3036 3037 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 3036->3037 3038 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 1, 0, 0, 0, 0, 0] class = squirrel 3036->3038 3040 gini = 0.0 samples = 34 value = [0, 0, 0, 0, 0, 0, 34, 0, 0, 0] class = horse 3039->3040 3041 gini = 0.0 samples = 2 value = [0, 0, 2, 0, 0, 0, 0, 0, 0, 0] class = elephant 3039->3041 3043 X 11795 ≤ 0.538 gini = 0.749 samples = 23 value = [2, 0, 4, 2, 10, 1, 0, 0, 2, 2] class = squirrel 3042->3043 3058 gini = 0.0 samples = 5 value = [0, 0, 0, 0, 0, 0, 5, 0, 0, 0] class = horse 3042->3058 3044 X 11395 ≤ 0.788 gini = 0.292 samples = 12 value = [0, 0, 0, 0, 10, 1, 0, 0, 1, 0] class = squirrel 3043->3044 3049 X 10735 ≤ -0.319 gini = 0.76 samples = 11 value = [2, 0, 4, 2, 0, 0, 0, 0, 1, 2] class = elephant 3043->3049 3045 gini = 0.0 samples = 10 value = [0, 0, 0, 0, 10, 0, 0, 0, 0, 0] class = squirrel 3044->3045 3046 X 16351 ≤ 0.329 gini = 0.5 samples = 2 value = [0, 0, 0, 0, 0, 1, 0, 0, 1, 0] class = cow 3044->3046 3047 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 1, 0, 0, 0, 0] class = cow 3046->3047 3048 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 3046->3048 3050 gini = 0.0 samples = 4 value = [0, 0, 4, 0, 0, 0, 0, 0, 0, 0] class = elephant 3049->3050 3051 X 18763 ≤ -0.564 gini = 0.735 samples = 7 value = [2, 0, 0, 2, 0, 0, 0, 0, 1, 2] class = spider 3049->3051 3052 gini = 0.0 samples = 2 value = [2, 0, 0, 0, 0, 0, 0, 0, 0, 0] class = spider 3051->3052 3053 X 10517 ≤ 0.477 gini = 0.64 samples = 5 value = [0, 0, 0, 2, 0, 0, 0, 0, 1, 2] class = dog 3051->3053 3054 X 2693 ≤ -0.073 gini = 0.444 samples = 3 value = [0, 0, 0, 2, 0, 0, 0, 0, 1, 0] class = dog 3053->3054 3057 gini = 0.0 samples = 2 value = [0, 0, 0, 0, 0, 0, 0, 0, 0, 2] class = butterfly 3053->3057 3055 gini = 0.0 samples = 1 value = [0, 0, 0, 0, 0, 0, 0, 0, 1, 0] class = chicken 3054->3055 3056 gini = 0.0 samples = 2 value = [0, 0, 0, 2, 0, 0, 0, 0, 0, 0] class = dog 3054->3056

Resultados e Discussão

Com todo o pré-processamento pronto, aplicamos os algoritmos de classificação para comparar seus resultados.

K-N-N

Primeiramente definimos e treinamos o classificador KNN, no caso o numero de vizinhos utilizado sera 5. Este valor foi escolhido após apresentar melhor resultados depois de executarmos o classificador para valores de 3, 5 e 7.

In [56]:
knn_clf = KNeighborsClassifier(n_jobs=mp.cpu_count(), n_neighbors=5)
knn_clf.fit(X_train_prepared, y_train)
Out[56]:
KNeighborsClassifier(algorithm='auto', leaf_size=30, metric='minkowski',
           metric_params=None, n_jobs=32, n_neighbors=5, p=2,
           weights='uniform')

Ao executar o algoritmo treinado para predizer as imagens de teste não obtemos um resultado muito animador, o algoritmo foi capaz de predizer apenas 32.91% das imagens corretamente.

In [57]:
y_pred = knn_clf.predict(X_test_prepared)
print(np.array(y_pred == y_test)[:25])
print('')
print('Accuracy: ', 100*np.sum(y_pred == y_test)/len(y_test))
[False False False False False False False False False False  True False
 False False False False  True False False False False  True  True False
 False]

Accuracy:  32.91475061903078

Construimos uma matriz de confusão, esta matriz representa de sua primeira linha e coluna a sua ultima, respectivamente, os grupos de animais: borboleta, gato, galinha, vaca, cachoroo, elefante, cavalo, ovelha, aranha e esquilo. Cruzando suas linhas e colunas podemos dizer a quantidade de cada animal que for predita para um certo animal alvo, ou seja encontramos na diagonal todos os valores de predições verdadeiras.

In [58]:
print('K-N-N Confusion Matrix:')
knn_cmx = confusion_matrix(y_test, y_pred)
print(knn_cmx)
K-N-N Confusion Matrix:
[[ 77  13  85  15  26   5   0  45 208   8]
 [ 11  77  54   5  26  12   4  60 138   9]
 [  7   9 365  10  49   5   1  67 168  19]
 [ 14  10  71  87  22  10   3 127  49   7]
 [ 31  43 197  20 205  13   9 181 277  26]
 [  6  12  34  19  28  52   1  98  61  10]
 [  7  12  80  45  61  21 107 103  86  15]
 [  6  17  51  19  33   7   1 166  63  10]
 [ 29  21 122  17  35  11   1  81 683  14]
 [  2  19  93   9  38   3   1  61 161  42]]

Utilizamos a biblioteca matplotlib para exibir três versoes dessa matriz, a primeira mais a esquerda representa com cores os resultados da matriz de confusão com seus valores numéricos reais, a matriz do centro representa a matriz de confusão com seus valores em porcentagem e a terceira, mais a esquerda, zera os valores verdadeiros da matriz de confusão, evidenciando os erros mais comuns cometidos pelo algoritmo.

In [59]:
print('K-N-N Confusion Matrix:')

# the types appear in this order
print('\n', sorted(np.unique(y_test)))

plot_confusion_matrix(knn_cmx)
K-N-N Confusion Matrix:

 ['butterfly', 'cat', 'chicken', 'cow', 'dog', 'elephant', 'horse', 'sheep', 'spider', 'squirrel']

O algoritmo KNN não obteve bons resultados para essa classificação, conseguimos encontrar uma alta taxa de erro, mais de 80% destes concentrados nos grupos de animais do tipo ovelha e aranha, conseguimos identificar na matriz de confusão que muitas ovelhas foram confundidas com elefantes e vacas, e muitas aranhas foram confundidas com diversos animais.

Até o momento o resultado me leva a acreditar que a qualidade das imagens e outros ruidos, como fundo, pessoas e objetos, sao a causa principal da baixa acuracia.

SGD

O classificador SGD nos da um resultado proximo do que seria obtido por um algoritmo clasificador linear como o SVM. Utilizando o método do gradiente, um método numérico utilizado em optimização que encontra um ponto minimo de uma função a partir de um esquema iterativo, onde em cada passo se toma uma direção negativa do gradiente.

Treinamos este algoritmo rapidamente.

In [60]:
sgd_clf = SGDClassifier(n_jobs=mp.cpu_count())
sgd_clf.fit(X_train_prepared, y_train)
Out[60]:
SGDClassifier(alpha=0.0001, average=False, class_weight=None, epsilon=0.1,
       eta0=0.0, fit_intercept=True, l1_ratio=0.15,
       learning_rate='optimal', loss='hinge', max_iter=None, n_iter=None,
       n_jobs=32, penalty='l2', power_t=0.5, random_state=None,
       shuffle=True, tol=None, verbose=0, warm_start=False)

Ao executar o algoritmo treinado dessa vez obtemos um aumento na acuracia de aproximadamente 15% na predição das imagens de teste, o algoritmo foi capaz de predizer 46.83% das imagens corretamente. Este resultado ainda nao atingiu minhas espectativas.

In [61]:
y_pred = sgd_clf.predict(X_test_prepared)
print(np.array(y_pred == y_test)[:25])
print('')
print('Accuracy: ', 100*np.sum(y_pred == y_test)/len(y_test))
[ True False  True  True False  True False  True False False  True False
 False False False False  True False False  True False False False False
 False]

Accuracy:  46.834099752387694

Da mesma maneira que para o algoritmo anterior construimos uma matriz de confusão representando os animais: borboleta, gato, galinha, vaca, cachoroo, elefante, cavalo, ovelha, aranha e esquilo.

In [62]:
print('SGD Confusion Matrix:')
sgd_cmx = confusion_matrix(y_test, y_pred)
print(sgd_cmx)
SGD Confusion Matrix:
[[220  25  26   9  30   8   9   8 128  19]
 [ 21 134  28  20  65  12  11  12  72  21]
 [ 25  30 398  32  61   6  27  29  52  40]
 [  4   5  32 187  55  25  37  32  15   8]
 [ 22  52 139  62 446  47  91  36  62  45]
 [ 12   4  10  44  36 128  28  28  13  18]
 [  2  10  22  63  83  33 277  13  30   4]
 [  3  13  40  69  31  27  16 133  27  14]
 [ 65  48  90  25  68  12  19  34 592  61]
 [ 16  29  74  18  60  12   9  21  57 133]]

Comparação entre K-N-N e SGD

Comparando as matrizes de confusão geradas pela predição dos algoritmos K-N-N e SGD conseguimos identificar erros mais distribuidos e maior quantidade de acertos para o algoritmo SGD, também é possivel notar que os erros mais comuns do algoritmo K-N-N ainda se encontram no algoritmo SGD em menor escala.

In [63]:
print('SGD Confusion Matrix:')

# the types appear in this order
print('\n', sorted(np.unique(y_test)))

plot_confusion_matrix(sgd_cmx)
SGD Confusion Matrix:

 ['butterfly', 'cat', 'chicken', 'cow', 'dog', 'elephant', 'horse', 'sheep', 'spider', 'squirrel']
In [64]:
print('K-N-N Confusion Matrix:')

# the types appear in this order
print('\n', sorted(np.unique(y_test)))

plot_confusion_matrix(knn_cmx)
K-N-N Confusion Matrix:

 ['butterfly', 'cat', 'chicken', 'cow', 'dog', 'elephant', 'horse', 'sheep', 'spider', 'squirrel']

SVC

O classificador SVC utiliza maquinas de vetores de suporte em conjunto com uma constante C para definir a distancia entre seus vetores, aumentando ou diminuindo a margem de erro.

Para treinar este algoritmo precisamos executar o proximo bloco por aproximadamente 15 horas.

In [67]:
svc_clf = svm.SVC(C=1.0, cache_size=200, class_weight=None, coef0=0.0,
  decision_function_shape='ovr', degree=3, gamma='auto', kernel='linear',
  max_iter=-1, probability=False, random_state=None, shrinking=True,
  tol=0.001, verbose=False)
svc_clf.fit(X_train_prepared, y_train)
Out[67]:
SVC(C=1.0, cache_size=200, class_weight=None, coef0=0.0,
  decision_function_shape='ovr', degree=3, gamma='auto', kernel='linear',
  max_iter=-1, probability=False, random_state=None, shrinking=True,
  tol=0.001, verbose=False)

Após tanta espera, os resultados obtidos pelo SVC foram ainda piores do que os obtidos pelo SGD que levou poucom mais de um minuto para ser treinado.

In [68]:
y_pred = svc_clf.predict(X_test_prepared)
print(np.array(y_pred == y_test)[:25])
print('')
print('Accuracy: ', 100*np.sum(y_pred == y_test)/len(y_test))
[ True False False  True False  True False  True False False  True  True
 False False False False  True False False  True False False False False
 False]

Accuracy:  45.666784577290414

Da mesma maneira que para os dois ultimos algoritmos, construimos uma matriz de confusão.

In [69]:
print('SVC Confusion Matrix:')
svc_cmx = confusion_matrix(y_test, y_pred)
print(svc_cmx)
SVC Confusion Matrix:
[[258  32  28   7  29   5   7   5 101  10]
 [ 26 184  28   8  51   6  15   6  58  14]
 [ 30  36 401  22  75   9  23  26  41  37]
 [ 11  12  29 188  46  22  41  35  11   5]
 [ 43 101 140  72 378  37  82  46  59  44]
 [  8   7  18  44  40 127  28  28  10  11]
 [  9  15  34  65  77  32 270  15  15   5]
 [  8  18  40  66  31  26  20 134  21   9]
 [126  59  83  26  72  24  28  32 521  43]
 [ 21  44  71  10  62  17   6  24  53 121]]

Comparação entre SGD e SVC

Dessa vez comparamos as matrizes de confusão dos algoritmos SGD e SVC e podemos concluir que seus resultados sao realmente muito proximos, o algoritmo SGD é aproximadamente 1% melhor do que o SVC neste caso, ambos ainda possuem os mesmos erros acentuados que encontramos na matriz de confusão do algoritmo K-N-N em muito maior quantidade.

In [70]:
print('SVC Confusion Matrix:')

# the types appear in this order
print('\n', sorted(np.unique(y_test)))

plot_confusion_matrix(svc_cmx)
SVC Confusion Matrix:

 ['butterfly', 'cat', 'chicken', 'cow', 'dog', 'elephant', 'horse', 'sheep', 'spider', 'squirrel']
In [71]:
print('SGD Confusion Matrix:')

# the types appear in this order
print('\n', sorted(np.unique(y_test)))

plot_confusion_matrix(sgd_cmx)
SGD Confusion Matrix:

 ['butterfly', 'cat', 'chicken', 'cow', 'dog', 'elephant', 'horse', 'sheep', 'spider', 'squirrel']

Conclusões e Trabalhos Futuros

Nenhum dos classificadores utilizados na pesquisa atingiu minhas espectativas, de acordo com os resultados obtidos conseguimos observar que o histograma de gradientes orientados quando utilizado como o unico método para extrair caractereisticas da imagem não traz bons resultados para a classificação de imagens. Seria interessante em um proximo projeto comparar a performance destes mesmos algoritmos utilizando um numero maior métodos para extrair uma maior quantidade de informações da imagem como cor e textura para compor os dados de categorização, dessa maneira seria possivel verificar o impacto que os outros dados da imagem causam no resultado final, também poderia ser medido o impacto da remoção de ruidos durante o pré-processamento.
A falta de caracteristicas para descrever a imagem e a alta quantidade de ruido foram as causas principais para a baixa acuracia dos algoritmos, o histograma de gradientes orientados é o suficiente para nos dizer se existe ou não um animal na imagem, entretanto faltam informações para que ele possa nos dizer qual animal esta presente na imagem.

Agradecimentos

Prof. Leandro de Castro

Referências

KNN Classification using Scikit-learn. Disponível em:
https://www.datacamp.com/community/tutorials/k-nearest-neighbor-classification-scikit-learn Acesso em: 20 Nov

sklearn.neighbors.KNeighborsClassifier. Disponível em:
https://scikit-learn.org/stable/modules/generated/sklearn.neighbors.KNeighborsClassifier.html Acesso em: 20 Nov

sklearn.svm.SVC. Disponível em:
https://scikit-learn.org/stable/modules/generated/sklearn.svm.SVC.html Acesso em: 20 Nov

Stochastic Gradient Descent. Disponível em:
https://scikit-learn.org/stable/modules/sgd.html Acesso em: 20 Nov

Chapter 2 : SVM (Support Vector Machine) — Theory. Disponível em:
https://medium.com/machine-learning-101/chapter-2-svm-support-vector-machine-theory-f0812effc72 Acesso em: 20 Nov

Chapter 2 : SVM (Support Vector Machine) — Coding. Disponível em:
https://medium.com/machine-learning-101/chapter-2-svm-support-vector-machine-coding-edd8f1cf8f2d Acesso em: 20 Nov

ML Practicum: Image Classification. Disponível em:
https://developers.google.com/machine-learning/practica/image-classification/ Acesso em: 20 Nov

TUTORIAL: IMAGE CLASSIFICATION WITH SCIKIT-LEARN. Disponível em:
https://kapernikov.com/tutorial-image-classification-with-scikit-learn/ Acesso em: 20 Nov

Histogram of Oriented Gradients. Disponível em:
https://www.learnopencv.com/histogram-of-oriented-gradients/ Acesso em: 20 Nov

Vehicle Detection with HOG and Linear SVM. Disponível em:
https://towardsdatascience.com/vehicles-tracking-with-hog-and-linear-svm-c9f27eaf521a Acesso em: 20 Nov

Histogram of Oriented Gradients and Object Detection. Disponível em:
https://www.pyimagesearch.com/2014/11/10/histogram-oriented-gradients-object-detection/ Acesso em: 20 Nov